From c0124fb83c667917c7bf6a84f442a0136e8f2cf7 Mon Sep 17 00:00:00 2001 From: MediaPipe Team Date: Sat, 29 Aug 2020 23:41:10 -0400 Subject: [PATCH] Project import generated by Copybara. GitOrigin-RevId: 612e50bb8db2ec3dc1c30049372d87a80c3848db --- MANIFEST.in | 7 +- README.md | 45 +- WORKSPACE | 64 +- docs/_config.yml | 4 +- docs/_sass/color_schemes/mediapipe.scss | 1 + docs/getting_started/building_examples.md | 79 ++- .../instant_motion_tracking_android_small.gif | Bin 0 -> 947645 bytes docs/index.md | 45 +- docs/solutions/autoflip.md | 2 +- docs/solutions/instant_motion_tracking.md | 122 ++++ docs/solutions/iris.md | 7 +- docs/solutions/knift.md | 2 +- docs/solutions/media_sequence.md | 2 +- docs/solutions/objectron.md | 4 +- docs/solutions/pose.md | 20 +- docs/solutions/solutions.md | 31 +- docs/solutions/youtube_8m.md | 2 +- docs/tools/tracing_and_profiling.md | 5 +- mediapipe/__init__.py | 4 - mediapipe/calculators/audio/BUILD | 2 +- mediapipe/calculators/audio/testdata/BUILD | 2 +- mediapipe/calculators/core/BUILD | 5 +- .../core/concatenate_vector_calculator.cc | 13 + .../core/concatenate_vector_calculator.h | 65 +- .../concatenate_vector_calculator_test.cc | 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mediapipe/graphs/instant_motion_tracking/calculators/sticker_manager_calculator.cc create mode 100644 mediapipe/graphs/instant_motion_tracking/calculators/tracked_anchor_manager_calculator.cc create mode 100644 mediapipe/graphs/instant_motion_tracking/calculators/transformations.h create mode 100644 mediapipe/graphs/instant_motion_tracking/instant_motion_tracking.pbtxt create mode 100644 mediapipe/graphs/instant_motion_tracking/subgraphs/BUILD create mode 100644 mediapipe/graphs/instant_motion_tracking/subgraphs/region_tracking.pbtxt create mode 100644 mediapipe/graphs/iris_tracking/calculators/update_face_landmarks_calculator.cc rename mediapipe/java/com/google/mediapipe/framework/{PacketUtil.java => ProtoUtil.java} (88%) delete mode 100644 third_party/glog.BUILD create mode 100644 third_party/glog_no_gflags.BUILD diff --git a/MANIFEST.in b/MANIFEST.in index 9c033288b..33a48428c 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -1,6 +1,11 @@ global-exclude .git* global-exclude *_test.py -recursive-include mediapipe/models *.tflite *.txt +include CONTRIBUTING.md +include LICENSE +include MANIFEST.in +include README.md +include requirements.txt + recursive-include mediapipe/modules *.tflite *.txt recursive-include mediapipe/graphs *.binarypb diff --git a/README.md b/README.md index cfa0c2e77..d7287dc35 100644 --- a/README.md +++ b/README.md @@ -22,32 +22,33 @@ desktop/cloud, web and IoT devices. ## ML solutions in MediaPipe -Face Detection | Face Mesh | Iris 🆕 | Hands | Pose 🆕 -:----------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------: | :----: -[![face_detection](docs/images/mobile/face_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_detection) | [![face_mesh](docs/images/mobile/face_mesh_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_mesh) | [![iris](docs/images/mobile/iris_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/iris) | [![hand](docs/images/mobile/hand_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hands) | [![pose](docs/images/mobile/pose_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/pose) +Face Detection | Face Mesh | Iris | Hands | Pose | Hair Segmentation +:----------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :---------------: +[![face_detection](docs/images/mobile/face_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_detection) | [![face_mesh](docs/images/mobile/face_mesh_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_mesh) | [![iris](docs/images/mobile/iris_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/iris) | [![hand](docs/images/mobile/hand_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hands) | [![pose](docs/images/mobile/pose_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/pose) | [![hair_segmentation](docs/images/mobile/hair_segmentation_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hair_segmentation) -Hair Segmentation | Object Detection | Box Tracking | Objectron | KNIFT -:-------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------: | :---: -[![hair_segmentation](docs/images/mobile/hair_segmentation_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hair_segmentation) | [![object_detection](docs/images/mobile/object_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/object_detection) | [![box_tracking](docs/images/mobile/object_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/box_tracking) | [![objectron](docs/images/mobile/objectron_chair_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/objectron) | [![knift](docs/images/mobile/template_matching_android_cpu_small.gif)](https://google.github.io/mediapipe/solutions/knift) +Object Detection | Box Tracking | Instant Motion Tracking | Objectron | KNIFT +:----------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------: | :---: +[![object_detection](docs/images/mobile/object_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/object_detection) | [![box_tracking](docs/images/mobile/object_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/box_tracking) | [![instant_motion_tracking](docs/images/mobile/instant_motion_tracking_android_small.gif)](https://google.github.io/mediapipe/solutions/instant_motion_tracking) | [![objectron](docs/images/mobile/objectron_chair_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/objectron) | [![knift](docs/images/mobile/template_matching_android_cpu_small.gif)](https://google.github.io/mediapipe/solutions/knift) -[]() | Android | iOS | Desktop | Python | Web | Coral -:---------------------------------------------------------------------------- | :-----: | :-: | :-----: | :----: | :-: | :---: -[Face Detection](https://google.github.io/mediapipe/solutions/face_detection) | ✅ | ✅ | ✅ | | ✅ | ✅ -[Face Mesh](https://google.github.io/mediapipe/solutions/face_mesh) | ✅ | ✅ | ✅ | | | -[Iris](https://google.github.io/mediapipe/solutions/iris) 🆕 | ✅ | ✅ | ✅ | | ✅ | -[Hands](https://google.github.io/mediapipe/solutions/hands) | ✅ | ✅ | ✅ | | ✅ | -[Pose](https://google.github.io/mediapipe/solutions/pose) 🆕 | ✅ | ✅ | ✅ | ✅ | ✅ | -[Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | | ✅ | -[Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | | ✅ -[Box Tracking](https://google.github.io/mediapipe/solutions/box_tracking) | ✅ | ✅ | ✅ | | | -[Objectron](https://google.github.io/mediapipe/solutions/objectron) | ✅ | | | | | -[KNIFT](https://google.github.io/mediapipe/solutions/knift) | ✅ | | | | | -[AutoFlip](https://google.github.io/mediapipe/solutions/autoflip) | | | ✅ | | | -[MediaSequence](https://google.github.io/mediapipe/solutions/media_sequence) | | | ✅ | | | -[YouTube 8M](https://google.github.io/mediapipe/solutions/youtube_8m) | | | ✅ | | | +[]() | Android | iOS | Desktop | Python | Web | Coral +:---------------------------------------------------------------------------------------- | :-----: | :-: | :-----: | :----: | :-: | :---: +[Face Detection](https://google.github.io/mediapipe/solutions/face_detection) | ✅ | ✅ | ✅ | | ✅ | ✅ +[Face Mesh](https://google.github.io/mediapipe/solutions/face_mesh) | ✅ | ✅ | ✅ | | | +[Iris](https://google.github.io/mediapipe/solutions/iris) | ✅ | ✅ | ✅ | | ✅ | +[Hands](https://google.github.io/mediapipe/solutions/hands) | ✅ | ✅ | ✅ | | ✅ | +[Pose](https://google.github.io/mediapipe/solutions/pose) | ✅ | ✅ | ✅ | ✅ | ✅ | +[Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | | ✅ | +[Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | | ✅ +[Box Tracking](https://google.github.io/mediapipe/solutions/box_tracking) | ✅ | ✅ | ✅ | | | +[Instant Motion Tracking](https://google.github.io/mediapipe/solutions/instant_motion_tracking) | ✅ | | | | | +[Objectron](https://google.github.io/mediapipe/solutions/objectron) | ✅ | | | | | +[KNIFT](https://google.github.io/mediapipe/solutions/knift) | ✅ | | | | | +[AutoFlip](https://google.github.io/mediapipe/solutions/autoflip) | | | ✅ | | | +[MediaSequence](https://google.github.io/mediapipe/solutions/media_sequence) | | | ✅ | | | +[YouTube 8M](https://google.github.io/mediapipe/solutions/youtube_8m) | | | ✅ | | | ## MediaPipe on the Web @@ -88,6 +89,8 @@ run code search using ## Publications +* [Instant Motion Tracking With MediaPipe](https://mediapipe.page.link/instant-motion-tracking-blog) + in Google Developers Blog * [BlazePose - On-device Real-time Body Pose Tracking](https://ai.googleblog.com/2020/08/on-device-real-time-body-pose-tracking.html) in Google AI Blog * [MediaPipe Iris: Real-time Eye Tracking and Depth Estimation](https://ai.googleblog.com/2020/08/mediapipe-iris-real-time-iris-tracking.html) diff --git a/WORKSPACE b/WORKSPACE index a049c470c..a25d6c1d3 100644 --- a/WORKSPACE +++ b/WORKSPACE @@ -36,6 +36,19 @@ http_archive( urls = ["https://github.com/bazelbuild/rules_cc/archive/master.zip"], ) +http_archive( + name = "rules_foreign_cc", + strip_prefix = "rules_foreign_cc-master", + url = "https://github.com/bazelbuild/rules_foreign_cc/archive/master.zip", +) + +load("@rules_foreign_cc//:workspace_definitions.bzl", "rules_foreign_cc_dependencies") + +rules_foreign_cc_dependencies() + +# This is used to select all contents of the archives for CMake-based packages to give CMake access to them. +all_content = """filegroup(name = "all", srcs = glob(["**"]), visibility = ["//visibility:public"])""" + # GoogleTest/GoogleMock framework. Used by most unit-tests. # Last updated 2020-06-30. http_archive( @@ -68,14 +81,23 @@ http_archive( url = "https://github.com/gflags/gflags/archive/v2.2.2.zip", ) -# glog v0.3.5 -# TODO: Migrate MediaPipe to use com_github_glog_glog on all platforms. +# 2020-08-21 http_archive( - name = "com_github_glog_glog_v_0_3_5", - url = "https://github.com/google/glog/archive/v0.3.5.zip", - sha256 = "267103f8a1e9578978aa1dc256001e6529ef593e5aea38193d31c2872ee025e8", - strip_prefix = "glog-0.3.5", - build_file = "@//third_party:glog.BUILD", + name = "com_github_glog_glog", + strip_prefix = "glog-0a2e5931bd5ff22fd3bf8999eb8ce776f159cda6", + sha256 = "58c9b3b6aaa4dd8b836c0fd8f65d0f941441fb95e27212c5eeb9979cfd3592ab", + urls = [ + "https://github.com/google/glog/archive/0a2e5931bd5ff22fd3bf8999eb8ce776f159cda6.zip", + ], +) +http_archive( + name = "com_github_glog_glog_no_gflags", + strip_prefix = "glog-0a2e5931bd5ff22fd3bf8999eb8ce776f159cda6", + sha256 = "58c9b3b6aaa4dd8b836c0fd8f65d0f941441fb95e27212c5eeb9979cfd3592ab", + build_file = "@//third_party:glog_no_gflags.BUILD", + urls = [ + "https://github.com/google/glog/archive/0a2e5931bd5ff22fd3bf8999eb8ce776f159cda6.zip", + ], patches = [ "@//third_party:com_github_glog_glog_9779e5ea6ef59562b030248947f787d1256132ae.diff" ], @@ -84,16 +106,6 @@ http_archive( ], ) -# 2020-02-16 -http_archive( - name = "com_github_glog_glog", - strip_prefix = "glog-3ba8976592274bc1f907c402ce22558011d6fc5e", - sha256 = "feca3c7e29a693cab7887409756d89d342d4a992d54d7c5599bebeae8f7b50be", - urls = [ - "https://github.com/google/glog/archive/3ba8976592274bc1f907c402ce22558011d6fc5e.zip", - ], -) - # easyexif http_archive( name = "easyexif", @@ -169,6 +181,13 @@ http_archive( sha256 = "5ba6d0db4e784621fda44a50c58bb23b0892684692f0c623e2063f9c19f192f1" ) +http_archive( + name = "opencv", + build_file_content = all_content, + strip_prefix = "opencv-3.4.10", + urls = ["https://github.com/opencv/opencv/archive/3.4.10.tar.gz"], +) + new_local_repository( name = "linux_opencv", build_file = "@//third_party:opencv_linux.BUILD", @@ -184,13 +203,13 @@ new_local_repository( new_local_repository( name = "macos_opencv", build_file = "@//third_party:opencv_macos.BUILD", - path = "/usr", + path = "/usr/local/opt/opencv@3", ) new_local_repository( name = "macos_ffmpeg", build_file = "@//third_party:ffmpeg_macos.BUILD", - path = "/usr", + path = "/usr/local/opt/ffmpeg", ) new_local_repository( @@ -301,9 +320,6 @@ load("@rules_jvm_external//:defs.bzl", "maven_install") maven_install( name = "maven", artifacts = [ - "junit:junit:4.12", - "androidx.test.espresso:espresso-core:3.1.1", - "org.hamcrest:hamcrest-library:1.3", "androidx.concurrent:concurrent-futures:1.0.0-alpha03", "androidx.lifecycle:lifecycle-common:2.2.0", "androidx.annotation:annotation:aar:1.1.0", @@ -314,11 +330,15 @@ maven_install( "androidx.core:core:aar:1.1.0-rc03", "androidx.legacy:legacy-support-v4:aar:1.0.0", "androidx.recyclerview:recyclerview:aar:1.1.0-beta02", + "androidx.test.espresso:espresso-core:3.1.1", + "com.github.bumptech.glide:glide:4.11.0", "com.google.android.material:material:aar:1.0.0-rc01", "com.google.code.findbugs:jsr305:3.0.2", "com.google.flogger:flogger-system-backend:0.3.1", "com.google.flogger:flogger:0.3.1", "com.google.guava:guava:27.0.1-android", + "junit:junit:4.12", + "org.hamcrest:hamcrest-library:1.3", ], repositories = [ "https://jcenter.bintray.com", diff --git a/docs/_config.yml b/docs/_config.yml index 4da202e75..a48c21d6d 100644 --- a/docs/_config.yml +++ b/docs/_config.yml @@ -22,8 +22,8 @@ aux_links: # Footer content appears at the bottom of every page's main content footer_content: "© 2020 GOOGLE LLC | PRIVACY POLICY | TERMS OF SERVICE" -# Color scheme currently only supports "dark" or nil (default) -color_scheme: nil +# Color scheme currently only supports "dark", "light"/nil (default), or a custom scheme that you define +color_scheme: mediapipe # Google Analytics Tracking (optional) ga_tracking: UA-140696581-2 diff --git a/docs/_sass/color_schemes/mediapipe.scss b/docs/_sass/color_schemes/mediapipe.scss new file mode 100644 index 000000000..6722e212d --- /dev/null +++ b/docs/_sass/color_schemes/mediapipe.scss @@ -0,0 +1 @@ +$link-color: #0097A7; diff --git a/docs/getting_started/building_examples.md b/docs/getting_started/building_examples.md index 35da25bef..842f1b155 100644 --- a/docs/getting_started/building_examples.md +++ b/docs/getting_started/building_examples.md @@ -425,7 +425,47 @@ Note: This currently works only on Linux, and please first follow ## Python -### Prerequisite +MediaPipe Python package is available on +[PyPI](https://pypi.org/project/mediapipe/), and can be installed simply by `pip +install mediapipe` on Linux and macOS, as described below in +[Run in python interpreter](#run-in-python-interpreter) and in this +[colab](https://mediapipe.page.link/mp-py-colab). + +### Run in Python interpreter + +Using [MediaPipe Pose](../solutions/pose.md) as an example: + +```bash +# Activate a Python virtual environment. +$ python3 -m venv mp_env && source mp_env/bin/activate + +# Install MediaPipe Python package +(mp_env)$ pip install mediapipe + +# Run in Python interpreter +(mp_env)$ python3 +>>> import mediapipe as mp +>>> pose_tracker = mp.examples.UpperBodyPoseTracker() + +# For image input +>>> pose_landmarks, _ = pose_tracker.run(input_file='/path/to/input/file', output_file='/path/to/output/file') +>>> pose_landmarks, annotated_image = pose_tracker.run(input_file='/path/to/file') + +# For live camera input +# (Press Esc within the output image window to stop the run or let it self terminate after 30 seconds.) +>>> pose_tracker.run_live() + +# Close the tracker. +>>> pose_tracker.close() +``` + +Tip: Use command `deactivate` to exit the Python virtual environment. + +### Building Python package from source + +Follow these steps only if you have local changes and need to build the Python +package from source. Otherwise, we strongly encourage our users to simply run +`pip install mediapipe`, more convenient and much faster. 1. Make sure that Bazel and OpenCV are correctly installed and configured for MediaPipe. Please see [Installation](./install.md) for how to setup Bazel @@ -445,50 +485,23 @@ Note: This currently works only on Linux, and please first follow $ brew install protobuf ``` -### Set up Python virtual environment. - -1. Activate a Python virtual environment. +3. Activate a Python virtual environment. ```bash $ python3 -m venv mp_env && source mp_env/bin/activate ``` -2. In the virtual environment, go to the MediaPipe repo directory. +4. In the virtual environment, go to the MediaPipe repo directory. -3. Install the required Python packages. +5. Install the required Python packages. ```bash (mp_env)mediapipe$ pip3 install -r requirements.txt ``` -4. Generate and install MediaPipe package. +6. Generate and install MediaPipe package. ```bash (mp_env)mediapipe$ python3 setup.py gen_protos - (mp_env)mediapipe$ python3 setup.py install + (mp_env)mediapipe$ python3 setup.py install --link-opencv ``` - -### Run in Python interpreter - -Make sure you are not in the MediaPipe repo directory. - -Using [MediaPipe Pose](../solutions/pose.md) as an example: - -```bash -(mp_env)$ python3 ->>> import mediapipe as mp ->>> pose_tracker = mp.examples.UpperBodyPoseTracker() - -# For image input ->>> pose_landmarks, _ = pose_tracker.run(input_file='/path/to/input/file', output_file='/path/to/output/file') ->>> pose_landmarks, annotated_image = pose_tracker.run(input_file='/path/to/file') - -# For live camera input -# (Press Esc within the output image window to stop the run or let it self terminate after 30 seconds.) ->>> pose_tracker.run_live() - -# Close the tracker. ->>> pose_tracker.close() -``` - -Tip: Use command `deactivate` to exit the Python virtual environment. diff --git 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b/docs/index.md index ca446d0f4..3b67a53fa 100644 --- a/docs/index.md +++ b/docs/index.md @@ -22,32 +22,33 @@ desktop/cloud, web and IoT devices. ## ML solutions in MediaPipe -Face Detection | Face Mesh | Iris 🆕 | Hands | Pose 🆕 -:----------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------: | :----: -[![face_detection](images/mobile/face_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_detection) | [![face_mesh](images/mobile/face_mesh_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_mesh) | [![iris](images/mobile/iris_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/iris) | [![hand](images/mobile/hand_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hands) | [![pose](images/mobile/pose_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/pose) +Face Detection | Face Mesh | Iris | Hands | Pose | Hair Segmentation +:----------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :---------------: +[![face_detection](images/mobile/face_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_detection) | [![face_mesh](images/mobile/face_mesh_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/face_mesh) | [![iris](images/mobile/iris_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/iris) | [![hand](images/mobile/hand_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hands) | [![pose](images/mobile/pose_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/pose) | [![hair_segmentation](images/mobile/hair_segmentation_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hair_segmentation) -Hair Segmentation | Object Detection | Box Tracking | Objectron | KNIFT -:-------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------: | :---: -[![hair_segmentation](images/mobile/hair_segmentation_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hair_segmentation) | [![object_detection](images/mobile/object_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/object_detection) | [![box_tracking](images/mobile/object_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/box_tracking) | [![objectron](images/mobile/objectron_chair_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/objectron) | [![knift](images/mobile/template_matching_android_cpu_small.gif)](https://google.github.io/mediapipe/solutions/knift) +Object Detection | Box Tracking | Instant Motion Tracking | Objectron | KNIFT +:----------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------------: | :---: +[![object_detection](images/mobile/object_detection_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/object_detection) | [![box_tracking](images/mobile/object_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/box_tracking) | [![instant_motion_tracking](images/mobile/instant_motion_tracking_android_small.gif)](https://google.github.io/mediapipe/solutions/instant_motion_tracking) | [![objectron](images/mobile/objectron_chair_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/objectron) | [![knift](images/mobile/template_matching_android_cpu_small.gif)](https://google.github.io/mediapipe/solutions/knift) -[]() | Android | iOS | Desktop | Python | Web | Coral -:---------------------------------------------------------------------------- | :-----: | :-: | :-----: | :----: | :-: | :---: -[Face Detection](https://google.github.io/mediapipe/solutions/face_detection) | ✅ | ✅ | ✅ | | ✅ | ✅ -[Face Mesh](https://google.github.io/mediapipe/solutions/face_mesh) | ✅ | ✅ | ✅ | | | -[Iris](https://google.github.io/mediapipe/solutions/iris) 🆕 | ✅ | ✅ | ✅ | | ✅ | -[Hands](https://google.github.io/mediapipe/solutions/hands) | ✅ | ✅ | ✅ | | ✅ | -[Pose](https://google.github.io/mediapipe/solutions/pose) 🆕 | ✅ | ✅ | ✅ | ✅ | ✅ | -[Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | | ✅ | -[Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | | ✅ -[Box Tracking](https://google.github.io/mediapipe/solutions/box_tracking) | ✅ | ✅ | ✅ | | | -[Objectron](https://google.github.io/mediapipe/solutions/objectron) | ✅ | | | | | -[KNIFT](https://google.github.io/mediapipe/solutions/knift) | ✅ | | | | | -[AutoFlip](https://google.github.io/mediapipe/solutions/autoflip) | | | ✅ | | | -[MediaSequence](https://google.github.io/mediapipe/solutions/media_sequence) | | | ✅ | | | -[YouTube 8M](https://google.github.io/mediapipe/solutions/youtube_8m) | | | ✅ | | | +[]() | Android | iOS | Desktop | Python | Web | Coral +:---------------------------------------------------------------------------------------- | :-----: | :-: | :-----: | :----: | :-: | :---: +[Face Detection](https://google.github.io/mediapipe/solutions/face_detection) | ✅ | ✅ | ✅ | | ✅ | ✅ +[Face Mesh](https://google.github.io/mediapipe/solutions/face_mesh) | ✅ | ✅ | ✅ | | | +[Iris](https://google.github.io/mediapipe/solutions/iris) | ✅ | ✅ | ✅ | | ✅ | +[Hands](https://google.github.io/mediapipe/solutions/hands) | ✅ | ✅ | ✅ | | ✅ | +[Pose](https://google.github.io/mediapipe/solutions/pose) | ✅ | ✅ | ✅ | ✅ | ✅ | +[Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | | ✅ | +[Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | | ✅ +[Box Tracking](https://google.github.io/mediapipe/solutions/box_tracking) | ✅ | ✅ | ✅ | | | +[Instant Motion Tracking](https://google.github.io/mediapipe/solutions/instant_motion_tracking) | ✅ | | | | | +[Objectron](https://google.github.io/mediapipe/solutions/objectron) | ✅ | | | | | +[KNIFT](https://google.github.io/mediapipe/solutions/knift) | ✅ | | | | | +[AutoFlip](https://google.github.io/mediapipe/solutions/autoflip) | | | ✅ | | | +[MediaSequence](https://google.github.io/mediapipe/solutions/media_sequence) | | | ✅ | | | +[YouTube 8M](https://google.github.io/mediapipe/solutions/youtube_8m) | | | ✅ | | | ## MediaPipe on the Web @@ -88,6 +89,8 @@ run code search using ## Publications +* [Instant Motion Tracking With MediaPipe](https://mediapipe.page.link/instant-motion-tracking-blog) + in Google Developers Blog * [BlazePose - On-device Real-time Body Pose Tracking](https://ai.googleblog.com/2020/08/on-device-real-time-body-pose-tracking.html) in Google AI Blog * [MediaPipe Iris: Real-time Eye Tracking and Depth Estimation](https://ai.googleblog.com/2020/08/mediapipe-iris-real-time-iris-tracking.html) diff --git a/docs/solutions/autoflip.md b/docs/solutions/autoflip.md index 48204d5b6..3dec7719b 100644 --- a/docs/solutions/autoflip.md +++ b/docs/solutions/autoflip.md @@ -2,7 +2,7 @@ layout: default title: AutoFlip (Saliency-aware Video Cropping) parent: Solutions -nav_order: 11 +nav_order: 12 --- # AutoFlip: Saliency-aware Video Cropping diff --git a/docs/solutions/instant_motion_tracking.md b/docs/solutions/instant_motion_tracking.md new file mode 100644 index 000000000..cf23a7b8c --- /dev/null +++ b/docs/solutions/instant_motion_tracking.md @@ -0,0 +1,122 @@ +--- +layout: default +title: Instant Motion Tracking +parent: Solutions +nav_order: 9 +--- + +# MediaPipe Instant Motion Tracking +{: .no_toc } + +1. TOC +{:toc} +--- + +## Overview + +Augmented Reality (AR) technology creates fun, engaging, and immersive user +experiences. The ability to perform AR tracking across devices and platforms, +without initialization, remains important to power AR applications at scale. + +MediaPipe Instant Motion Tracking provides AR tracking across devices and +platforms without initialization or calibration. It is built upon the +[MediaPipe Box Tracking](./box_tracking.md) solution. With Instant Motion +Tracking, you can easily place virtual 2D and 3D content on static or moving +surfaces, allowing them to seamlessly interact with the real-world environment. + +![instant_motion_tracking_android_small](../images/mobile/instant_motion_tracking_android_small.gif) | +:-----------------------------------------------------------------------: | +*Fig 1. Instant Motion Tracking is used to augment the world with a 3D sticker.* | + +## Pipeline + +The Instant Motion Tracking pipeline is implemented as a MediaPipe +[graph](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/instant_motion_tracking.pbtxt), +which internally utilizes a +[RegionTrackingSubgraph](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/subgraphs/region_tracking.pbtxt) +in order to perform anchor tracking for each individual 3D sticker. + +We first use a +[StickerManagerCalculator](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/calculators/sticker_manager_calculator.cc) +to prepare the individual sticker data for the rest of the application. This +information is then sent to the +[RegionTrackingSubgraph](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/subgraphs/region_tracking.pbtxt) +that performs 3D region tracking for sticker placement and rendering. Once +acquired, our tracked sticker regions are sent with user transformations (i.e. +gestures from the user to rotate and zoom the sticker) and IMU data to the +[MatricesManagerCalculator](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/calculators/matrices_manager_calculator.cc), +which turns all our sticker transformation data into a set of model matrices. +This data is handled directly by our +[GlAnimationOverlayCalculator](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/object_detection_3d/calculators/gl_animation_overlay_calculator.cc) +as an input stream, which will render the provided texture and object file using +our matrix specifications. The output of +[GlAnimationOverlayCalculator](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/object_detection_3d/calculators/gl_animation_overlay_calculator.cc) +is a video stream depicting the virtual 3D content rendered on top of the real +world, creating immersive AR experiences for users. + +## Using Instant Motion Tracking + +With the Instant Motion Tracking MediaPipe [graph](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/instant_motion_tracking.pbtxt), +an application can create an interactive and realistic AR experience by +specifying the required input streams, side packets, and output streams. +The input streams are the following: + +* Input Video (GpuBuffer): Video frames to render augmented stickers onto. +* Rotation Matrix (9-element Float Array): The 3x3 row-major rotation +matrix from the device IMU to determine proper orientation of the device. +* Sticker Proto String (String): A string representing the +serialized [sticker buffer protobuf message](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/calculators/sticker_buffer.proto), +containing a list of all stickers and their attributes. + * Each sticker in the Protobuffer has a unique ID to find associated + anchors and transforms, an initial anchor placement in a normalized [0.0, 1.0] + 3D space, a user rotation and user scaling transform on the sticker, + and an integer indicating which type of objects to render for the + sticker (e.g. 3D asset or GIF). +* Sticker Sentinel (Integer): When an anchor must be initially placed or +repositioned, this value must be changed to the ID of the anchor to reset from +the sticker buffer protobuf message. If no valid ID is provided, the system +will simply maintain tracking. + +Side packets are also an integral part of the Instant Motion Tracking solution +to provide device-specific information for the rendering system: + +* Field of View (Float): The field of view of the camera in radians. +* Aspect Ratio (Float): The aspect ratio (width / height) of the camera frames + (this ratio corresponds to the image frames themselves, not necessarily the + screen bounds). +* Object Asset (String): The + [GlAnimationOverlayCalculator](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/object_detection_3d/calculators/gl_animation_overlay_calculator.cc) + must be provided with an associated asset file name pointing to the 3D model + to render in the viewfinder. +* (Optional) Texture (ImageFrame on Android, GpuBuffer on iOS): Textures for + the + [GlAnimationOverlayCalculator](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/object_detection_3d/calculators/gl_animation_overlay_calculator.cc) + can be provided either via an input stream (dynamic texturing) or as a side + packet (unchanging texture). + +The rendering system for the Instant Motion Tracking is powered by OpenGL. For +more information regarding the structure of model matrices and OpenGL rendering, +please visit [OpenGL Wiki](https://www.khronos.org/opengl/wiki/). With the +specifications above, the Instant Motion Tracking capabilities can be adapted to +any device that is able to run the MediaPipe framework with a working IMU system +and connected camera. + +## Example Apps + +Please first see general instructions for +[Android](../getting_started/building_examples.md#android) on how to build +MediaPipe examples. + +* Graph: [mediapipe/graphs/instant_motion_tracking/instant_motion_tracking.pbtxt](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/instant_motion_tracking/instant_motion_tracking.pbtxt) + +* Android target (or download prebuilt [ARM64 APK](https://drive.google.com/file/d/1KnaBBoKpCHR73nOBJ4fL_YdWVTAcwe6L/view?usp=sharing)): +[`mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking:instantmotiontracking`](https://github.com/google/mediapipe/tree/master/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/BUILD) + +## Resources + +* Google Developers Blog: + [Instant Motion Tracking With MediaPipe](https://mediapipe.page.link/instant-motion-tracking-blog) +* Google AI Blog: + [The Instant Motion Tracking Behind Motion Stills AR](https://ai.googleblog.com/2018/02/the-instant-motion-tracking-behind.html) +* Paper: + [Instant Motion Tracking and Its Applications to Augmented Reality](https://arxiv.org/abs/1907.06796) diff --git a/docs/solutions/iris.md b/docs/solutions/iris.md index 6aae833e3..8bf207402 100644 --- a/docs/solutions/iris.md +++ b/docs/solutions/iris.md @@ -55,7 +55,7 @@ that uses a from the [face landmark module](https://github.com/google/mediapipe/tree/master/mediapipe/modules/face_landmark), an -[iris landmark subgraph](https://github.com/google/mediapipe/tree/master/mediapipe/modules/iris_tracking/iris_landmark_left_and_right_gpu.pbtxt) +[iris landmark subgraph](https://github.com/google/mediapipe/tree/master/mediapipe/modules/iris_landmark/iris_landmark_left_and_right_gpu.pbtxt) from the [iris landmark module](https://github.com/google/mediapipe/tree/master/mediapipe/modules/iris_landmark), and renders using a dedicated @@ -72,6 +72,11 @@ Note: To visualize a graph, copy the graph and paste it into to visualize its associated subgraphs, please see [visualizer documentation](../tools/visualizer.md). +The output of the pipeline is a set of 478 3D landmarks, including 468 face +landmarks from [MediaPipe Face Mesh](./face_mesh.md), with those around the eyes +further refined (see Fig 2), and 10 additional iris landmarks appended at the +end (5 for each eye, and see Fig 2 also). + ## Models ### Face Detection Model diff --git a/docs/solutions/knift.md b/docs/solutions/knift.md index 82e84fd28..8e4ed98b0 100644 --- a/docs/solutions/knift.md +++ b/docs/solutions/knift.md @@ -2,7 +2,7 @@ layout: default title: KNIFT (Template-based Feature Matching) parent: Solutions -nav_order: 10 +nav_order: 11 --- # MediaPipe KNIFT diff --git a/docs/solutions/media_sequence.md b/docs/solutions/media_sequence.md index 7085f090b..16a2278cd 100644 --- a/docs/solutions/media_sequence.md +++ b/docs/solutions/media_sequence.md @@ -2,7 +2,7 @@ layout: default title: Dataset Preparation with MediaSequence parent: Solutions -nav_order: 12 +nav_order: 13 --- # Dataset Preparation with MediaSequence diff --git a/docs/solutions/objectron.md b/docs/solutions/objectron.md index 5029917dd..4c18f9f0f 100644 --- a/docs/solutions/objectron.md +++ b/docs/solutions/objectron.md @@ -2,7 +2,7 @@ layout: default title: Objectron (3D Object Detection) parent: Solutions -nav_order: 9 +nav_order: 10 --- # MediaPipe Objectron @@ -161,7 +161,7 @@ to visualize its associated subgraphs, please see ### Objectron for Shoes * Graph: - [`mediapipe/graphs/hair_segmentation/hair_segmentation_mobile_gpu.pbtxt`](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/object_detection_3d/shoe_classic_occlusion_tracking.pbtxt) + [`mediapipe/graphs/object_detection_3d/shoe_classic_occlusion_tracking.pbtxt`](https://github.com/google/mediapipe/tree/master/mediapipe/graphs/object_detection_3d/shoe_classic_occlusion_tracking.pbtxt) * Android target: [(or download prebuilt ARM64 APK)](https://drive.google.com/open?id=1S0K4hbWt3o31FfQ4QU3Rz7IHrvOUMx1d) [`mediapipe/examples/android/src/java/com/google/mediapipe/apps/objectdetection3d:objectdetection3d`](https://github.com/google/mediapipe/tree/master/mediapipe/examples/android/src/java/com/google/mediapipe/apps/objectdetection3d/BUILD) diff --git a/docs/solutions/pose.md b/docs/solutions/pose.md index 7e8216662..6b3fa3868 100644 --- a/docs/solutions/pose.md +++ b/docs/solutions/pose.md @@ -142,10 +142,21 @@ MediaPipe examples. ### Python -Please first see general instructions for -[Python](../getting_started/building_examples.md#python) examples. +MediaPipe Python package is available on +[PyPI](https://pypi.org/project/mediapipe/), and can be installed simply by `pip +install mediapipe` on Linux and macOS, as described below and in this +[colab](https://mediapipe.page.link/mp-py-colab). If you do need to build the +Python package from source, see +[additional instructions](../getting_started/building_examples.md#python). ```bash +# Activate a Python virtual environment. +$ python3 -m venv mp_env && source mp_env/bin/activate + +# Install MediaPipe Python package +(mp_env)$ pip install mediapipe + +# Run in Python interpreter (mp_env)$ python3 >>> import mediapipe as mp >>> pose_tracker = mp.examples.UpperBodyPoseTracker() @@ -153,6 +164,9 @@ Please first see general instructions for # For image input >>> pose_landmarks, _ = pose_tracker.run(input_file='/path/to/input/file', output_file='/path/to/output/file') >>> pose_landmarks, annotated_image = pose_tracker.run(input_file='/path/to/file') +# To print out the pose landmarks, you can simply do "print(pose_landmarks)". +# However, the data points can be more accessible with the following approach. +>>> [print('x is', data_point.x, 'y is', data_point.y, 'z is', data_point.z, 'visibility is', data_point.visibility) for data_point in pose_landmarks.landmark] # For live camera input # (Press Esc within the output image window to stop the run or let it self terminate after 30 seconds.) @@ -162,6 +176,8 @@ Please first see general instructions for >>> pose_tracker.close() ``` +Tip: Use command `deactivate` to exit the Python virtual environment. + ### Web Please refer to [these instructions](../index.md#mediapipe-on-the-web). diff --git a/docs/solutions/solutions.md b/docs/solutions/solutions.md index e1822e4c0..6a852b751 100644 --- a/docs/solutions/solutions.md +++ b/docs/solutions/solutions.md @@ -16,18 +16,19 @@ has_toc: false -[]() | Android | iOS | Desktop | Python | Web | Coral -:---------------------------------------------------------------------------- | :-----: | :-: | :-----: | :----: | :-: | :---: -[Face Detection](https://google.github.io/mediapipe/solutions/face_detection) | ✅ | ✅ | ✅ | | ✅ | ✅ -[Face Mesh](https://google.github.io/mediapipe/solutions/face_mesh) | ✅ | ✅ | ✅ | | | -[Iris](https://google.github.io/mediapipe/solutions/iris) 🆕 | ✅ | ✅ | ✅ | | ✅ | -[Hands](https://google.github.io/mediapipe/solutions/hands) | ✅ | ✅ | ✅ | | ✅ | -[Pose](https://google.github.io/mediapipe/solutions/pose) 🆕 | ✅ | ✅ | ✅ | ✅ | ✅ | -[Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | | ✅ | -[Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | | ✅ -[Box Tracking](https://google.github.io/mediapipe/solutions/box_tracking) | ✅ | ✅ | ✅ | | | -[Objectron](https://google.github.io/mediapipe/solutions/objectron) | ✅ | | | | | -[KNIFT](https://google.github.io/mediapipe/solutions/knift) | ✅ | | | | | -[AutoFlip](https://google.github.io/mediapipe/solutions/autoflip) | | | ✅ | | | -[MediaSequence](https://google.github.io/mediapipe/solutions/media_sequence) | | | ✅ | | | -[YouTube 8M](https://google.github.io/mediapipe/solutions/youtube_8m) | | | ✅ | | | +[]() | Android | iOS | Desktop | Python | Web | Coral +:---------------------------------------------------------------------------------------- | :-----: | :-: | :-----: | :----: | :-: | :---: +[Face Detection](https://google.github.io/mediapipe/solutions/face_detection) | ✅ | ✅ | ✅ | | ✅ | ✅ +[Face Mesh](https://google.github.io/mediapipe/solutions/face_mesh) | ✅ | ✅ | ✅ | | | +[Iris](https://google.github.io/mediapipe/solutions/iris) | ✅ | ✅ | ✅ | | ✅ | +[Hands](https://google.github.io/mediapipe/solutions/hands) | ✅ | ✅ | ✅ | | ✅ | +[Pose](https://google.github.io/mediapipe/solutions/pose) | ✅ | ✅ | ✅ | ✅ | ✅ | +[Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | | ✅ | +[Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | | ✅ +[Box Tracking](https://google.github.io/mediapipe/solutions/box_tracking) | ✅ | ✅ | ✅ | | | +[Instant Motion Tracking](https://google.github.io/mediapipe/solutions/instant_motion_tracking) | ✅ | | | | | +[Objectron](https://google.github.io/mediapipe/solutions/objectron) | ✅ | | | | | +[KNIFT](https://google.github.io/mediapipe/solutions/knift) | ✅ | | | | | +[AutoFlip](https://google.github.io/mediapipe/solutions/autoflip) | | | ✅ | | | +[MediaSequence](https://google.github.io/mediapipe/solutions/media_sequence) | | | ✅ | | | +[YouTube 8M](https://google.github.io/mediapipe/solutions/youtube_8m) | | | ✅ | | | diff --git a/docs/solutions/youtube_8m.md b/docs/solutions/youtube_8m.md index 1c1637bff..f6d05bbca 100644 --- a/docs/solutions/youtube_8m.md +++ b/docs/solutions/youtube_8m.md @@ -2,7 +2,7 @@ layout: default title: YouTube-8M Feature Extraction and Model Inference parent: Solutions -nav_order: 13 +nav_order: 14 --- # YouTube-8M Feature Extraction and Model Inference diff --git a/docs/tools/tracing_and_profiling.md b/docs/tools/tracing_and_profiling.md index 2c05abfe4..055993349 100644 --- a/docs/tools/tracing_and_profiling.md +++ b/docs/tools/tracing_and_profiling.md @@ -144,10 +144,13 @@ we record ten intervals of half a second each. This can be overridden by adding ```bash profiler_config { trace_enabled: true - trace_log_path: "/sdcard/profiles" + trace_log_path: "/sdcard/profiles/" } ``` + Note: The forward slash at the end of the `trace_log_path` is necessary for + indicating that `profiles` is a directory (that *should* exist). + * Download the trace files from the device. ```bash diff --git a/mediapipe/__init__.py b/mediapipe/__init__.py index c0a275823..69d7dfc6f 100644 --- a/mediapipe/__init__.py +++ b/mediapipe/__init__.py @@ -12,7 +12,3 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. """ - -import mediapipe.examples.python as examples -from mediapipe.python import * -import mediapipe.util as util diff --git a/mediapipe/calculators/audio/BUILD b/mediapipe/calculators/audio/BUILD index 0408be420..b32529b79 100644 --- a/mediapipe/calculators/audio/BUILD +++ b/mediapipe/calculators/audio/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/calculators/audio/testdata/BUILD b/mediapipe/calculators/audio/testdata/BUILD index 64f6ccf63..ae679d029 100644 --- a/mediapipe/calculators/audio/testdata/BUILD +++ b/mediapipe/calculators/audio/testdata/BUILD @@ -13,7 +13,7 @@ # limitations under the License. # -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) filegroup( name = "test_audios", diff --git a/mediapipe/calculators/core/BUILD b/mediapipe/calculators/core/BUILD index 1dddd7527..7f9ffd7f8 100644 --- a/mediapipe/calculators/core/BUILD +++ b/mediapipe/calculators/core/BUILD @@ -15,7 +15,7 @@ load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) @@ -290,7 +290,9 @@ cc_library( deps = [ ":concatenate_vector_calculator_cc_proto", "//mediapipe/framework:calculator_framework", + "//mediapipe/framework/formats:classification_cc_proto", "//mediapipe/framework/formats:landmark_cc_proto", + "//mediapipe/framework/port:integral_types", "//mediapipe/framework/port:ret_check", "//mediapipe/framework/port:status", "@org_tensorflow//tensorflow/lite:framework", @@ -1119,6 +1121,7 @@ cc_library( ":constant_side_packet_calculator_cc_proto", "//mediapipe/framework:calculator_framework", "//mediapipe/framework:collection_item_id", + "//mediapipe/framework/port:integral_types", "//mediapipe/framework/port:ret_check", "//mediapipe/framework/port:status", ], diff --git a/mediapipe/calculators/core/concatenate_vector_calculator.cc b/mediapipe/calculators/core/concatenate_vector_calculator.cc index ca73e341e..c57f84f1e 100644 --- a/mediapipe/calculators/core/concatenate_vector_calculator.cc +++ b/mediapipe/calculators/core/concatenate_vector_calculator.cc @@ -16,7 +16,9 @@ #include +#include "mediapipe/framework/formats/classification.pb.h" #include "mediapipe/framework/formats/landmark.pb.h" +#include "mediapipe/framework/port/integral_types.h" #include "tensorflow/lite/interpreter.h" #if !defined(MEDIAPIPE_DISABLE_GL_COMPUTE) @@ -45,6 +47,9 @@ REGISTER_CALCULATOR(ConcatenateFloatVectorCalculator); typedef ConcatenateVectorCalculator ConcatenateInt32VectorCalculator; REGISTER_CALCULATOR(ConcatenateInt32VectorCalculator); +typedef ConcatenateVectorCalculator ConcatenateUInt64VectorCalculator; +REGISTER_CALCULATOR(ConcatenateUInt64VectorCalculator); + // Example config: // node { // calculator: "ConcatenateTfLiteTensorVectorCalculator" @@ -60,6 +65,14 @@ typedef ConcatenateVectorCalculator<::mediapipe::NormalizedLandmark> ConcatenateLandmarkVectorCalculator; REGISTER_CALCULATOR(ConcatenateLandmarkVectorCalculator); +typedef ConcatenateVectorCalculator<::mediapipe::NormalizedLandmarkList> + ConcatenateLandmarListVectorCalculator; +REGISTER_CALCULATOR(ConcatenateLandmarListVectorCalculator); + +typedef ConcatenateVectorCalculator + ConcatenateClassificationListVectorCalculator; +REGISTER_CALCULATOR(ConcatenateClassificationListVectorCalculator); + #if !defined(MEDIAPIPE_DISABLE_GL_COMPUTE) typedef ConcatenateVectorCalculator<::tflite::gpu::gl::GlBuffer> ConcatenateGlBufferVectorCalculator; diff --git a/mediapipe/calculators/core/concatenate_vector_calculator.h b/mediapipe/calculators/core/concatenate_vector_calculator.h index 08e8e954f..ef72cb0dc 100644 --- a/mediapipe/calculators/core/concatenate_vector_calculator.h +++ b/mediapipe/calculators/core/concatenate_vector_calculator.h @@ -15,6 +15,7 @@ #ifndef MEDIAPIPE_CALCULATORS_CORE_CONCATENATE_VECTOR_CALCULATOR_H_ #define MEDIAPIPE_CALCULATORS_CORE_CONCATENATE_VECTOR_CALCULATOR_H_ +#include #include #include @@ -26,10 +27,10 @@ namespace mediapipe { -// Concatenates several std::vector following stream index order. This class -// assumes that every input stream contains the vector type. To use this -// class for a particular type T, regisiter a calculator using -// ConcatenateVectorCalculator. +// Concatenates several objects of type T or std::vector following stream +// index order. This class assumes that every input stream contains either T or +// vector type. To use this class for a particular type T, regisiter a +// calculator using ConcatenateVectorCalculator. template class ConcatenateVectorCalculator : public CalculatorBase { public: @@ -38,7 +39,8 @@ class ConcatenateVectorCalculator : public CalculatorBase { RET_CHECK(cc->Outputs().NumEntries() == 1); for (int i = 0; i < cc->Inputs().NumEntries(); ++i) { - cc->Inputs().Index(i).Set>(); + // Actual type T or vector will be validated in Process(). + cc->Inputs().Index(i).SetAny(); } cc->Outputs().Index(0).Set>(); @@ -69,9 +71,19 @@ class ConcatenateVectorCalculator : public CalculatorBase { CalculatorContext* cc) { auto output = absl::make_unique>(); for (int i = 0; i < cc->Inputs().NumEntries(); ++i) { - if (cc->Inputs().Index(i).IsEmpty()) continue; - const std::vector& input = cc->Inputs().Index(i).Get>(); - output->insert(output->end(), input.begin(), input.end()); + auto& input = cc->Inputs().Index(i); + + if (input.IsEmpty()) continue; + + if (input.Value().ValidateAsType().ok()) { + const U& value = input.Get(); + output->push_back(value); + } else if (input.Value().ValidateAsType>().ok()) { + const std::vector& value = input.Get>(); + output->insert(output->end(), value.begin(), value.end()); + } else { + return ::mediapipe::InvalidArgumentError("Invalid input stream type."); + } } cc->Outputs().Index(0).Add(output.release(), cc->InputTimestamp()); return ::mediapipe::OkStatus(); @@ -88,17 +100,32 @@ class ConcatenateVectorCalculator : public CalculatorBase { CalculatorContext* cc) { auto output = absl::make_unique>(); for (int i = 0; i < cc->Inputs().NumEntries(); ++i) { - if (cc->Inputs().Index(i).IsEmpty()) continue; - ::mediapipe::StatusOr>> input_status = - cc->Inputs().Index(i).Value().Consume>(); - if (input_status.ok()) { - std::unique_ptr> input_vector = - std::move(input_status).ValueOrDie(); - output->insert(output->end(), - std::make_move_iterator(input_vector->begin()), - std::make_move_iterator(input_vector->end())); + auto& input = cc->Inputs().Index(i); + + if (input.IsEmpty()) continue; + + if (input.Value().ValidateAsType().ok()) { + ::mediapipe::StatusOr> value_status = + input.Value().Consume(); + if (value_status.ok()) { + std::unique_ptr value = std::move(value_status).ValueOrDie(); + output->push_back(std::move(*value)); + } else { + return value_status.status(); + } + } else if (input.Value().ValidateAsType>().ok()) { + ::mediapipe::StatusOr>> value_status = + input.Value().Consume>(); + if (value_status.ok()) { + std::unique_ptr> value = + std::move(value_status).ValueOrDie(); + output->insert(output->end(), std::make_move_iterator(value->begin()), + std::make_move_iterator(value->end())); + } else { + return value_status.status(); + } } else { - return input_status.status(); + return ::mediapipe::InvalidArgumentError("Invalid input stream type."); } } cc->Outputs().Index(0).Add(output.release(), cc->InputTimestamp()); @@ -109,7 +136,7 @@ class ConcatenateVectorCalculator : public CalculatorBase { ::mediapipe::Status ConsumeAndConcatenateVectors(std::false_type, CalculatorContext* cc) { return ::mediapipe::InternalError( - "Cannot copy or move input vectors to concatenate them"); + "Cannot copy or move inputs to concatenate them"); } private: diff --git a/mediapipe/calculators/core/concatenate_vector_calculator_test.cc b/mediapipe/calculators/core/concatenate_vector_calculator_test.cc index 4b27c2030..eaf23700c 100644 --- a/mediapipe/calculators/core/concatenate_vector_calculator_test.cc +++ b/mediapipe/calculators/core/concatenate_vector_calculator_test.cc @@ -30,11 +30,29 @@ namespace mediapipe { typedef ConcatenateVectorCalculator TestConcatenateIntVectorCalculator; REGISTER_CALCULATOR(TestConcatenateIntVectorCalculator); +void AddInputVector(int index, const std::vector& input, int64 timestamp, + CalculatorRunner* runner) { + runner->MutableInputs()->Index(index).packets.push_back( + MakePacket>(input).At(Timestamp(timestamp))); +} + void AddInputVectors(const std::vector>& inputs, int64 timestamp, CalculatorRunner* runner) { for (int i = 0; i < inputs.size(); ++i) { - runner->MutableInputs()->Index(i).packets.push_back( - MakePacket>(inputs[i]).At(Timestamp(timestamp))); + AddInputVector(i, inputs[i], timestamp, runner); + } +} + +void AddInputItem(int index, int input, int64 timestamp, + CalculatorRunner* runner) { + runner->MutableInputs()->Index(index).packets.push_back( + MakePacket(input).At(Timestamp(timestamp))); +} + +void AddInputItems(const std::vector& inputs, int64 timestamp, + CalculatorRunner* runner) { + for (int i = 0; i < inputs.size(); ++i) { + AddInputItem(i, inputs[i], timestamp, runner); } } @@ -131,6 +149,135 @@ TEST(TestConcatenateIntVectorCalculatorTest, OneEmptyStreamNoOutput) { EXPECT_EQ(0, outputs.size()); } +TEST(TestConcatenateIntVectorCalculatorTest, ItemsOneTimestamp) { + CalculatorRunner runner("TestConcatenateIntVectorCalculator", + /*options_string=*/"", /*num_inputs=*/3, + /*num_outputs=*/1, /*num_side_packets=*/0); + + std::vector inputs = {1, 2, 3}; + AddInputItems(inputs, /*timestamp=*/1, &runner); + MP_ASSERT_OK(runner.Run()); + + const std::vector& outputs = runner.Outputs().Index(0).packets; + EXPECT_EQ(1, outputs.size()); + EXPECT_EQ(Timestamp(1), outputs[0].Timestamp()); + std::vector expected_vector = {1, 2, 3}; + EXPECT_EQ(expected_vector, outputs[0].Get>()); +} + +TEST(TestConcatenateIntVectorCalculatorTest, ItemsTwoInputsAtTwoTimestamps) { + CalculatorRunner runner("TestConcatenateIntVectorCalculator", + /*options_string=*/"", /*num_inputs=*/3, + /*num_outputs=*/1, /*num_side_packets=*/0); + + { + std::vector inputs = {1, 2, 3}; + AddInputItems(inputs, /*timestamp=*/1, &runner); + } + { + std::vector inputs = {4, 5, 6}; + AddInputItems(inputs, /*timestamp=*/2, &runner); + } + MP_ASSERT_OK(runner.Run()); + + const std::vector& outputs = runner.Outputs().Index(0).packets; + EXPECT_EQ(2, outputs.size()); + { + EXPECT_EQ(3, outputs[0].Get>().size()); + EXPECT_EQ(Timestamp(1), outputs[0].Timestamp()); + std::vector expected_vector = {1, 2, 3}; + EXPECT_EQ(expected_vector, outputs[0].Get>()); + } + { + EXPECT_EQ(3, outputs[1].Get>().size()); + EXPECT_EQ(Timestamp(2), outputs[1].Timestamp()); + std::vector expected_vector = {4, 5, 6}; + EXPECT_EQ(expected_vector, outputs[1].Get>()); + } +} + +TEST(TestConcatenateIntVectorCalculatorTest, ItemsOneEmptyStreamStillOutput) { + CalculatorRunner runner("TestConcatenateIntVectorCalculator", + /*options_string=*/"", /*num_inputs=*/3, + /*num_outputs=*/1, /*num_side_packets=*/0); + + // No third input item. + std::vector inputs = {1, 2}; + AddInputItems(inputs, /*timestamp=*/1, &runner); + MP_ASSERT_OK(runner.Run()); + + const std::vector& outputs = runner.Outputs().Index(0).packets; + EXPECT_EQ(1, outputs.size()); + EXPECT_EQ(Timestamp(1), outputs[0].Timestamp()); + std::vector expected_vector = {1, 2}; + EXPECT_EQ(expected_vector, outputs[0].Get>()); +} + +TEST(TestConcatenateIntVectorCalculatorTest, ItemsOneEmptyStreamNoOutput) { + CalculatorRunner runner("TestConcatenateIntVectorCalculator", + /*options_string=*/ + "[mediapipe.ConcatenateVectorCalculatorOptions.ext]: " + "{only_emit_if_all_present: true}", + /*num_inputs=*/3, + /*num_outputs=*/1, /*num_side_packets=*/0); + + // No third input item. + std::vector inputs = {1, 2}; + AddInputItems(inputs, /*timestamp=*/1, &runner); + MP_ASSERT_OK(runner.Run()); + + const std::vector& outputs = runner.Outputs().Index(0).packets; + EXPECT_EQ(0, outputs.size()); +} + +TEST(TestConcatenateIntVectorCalculatorTest, MixedVectorsAndItems) { + CalculatorRunner runner("TestConcatenateIntVectorCalculator", + /*options_string=*/"", /*num_inputs=*/4, + /*num_outputs=*/1, /*num_side_packets=*/0); + + std::vector vector_0 = {1, 2}; + std::vector vector_1 = {3, 4, 5}; + int item_0 = 6; + int item_1 = 7; + + AddInputVector(/*index*/ 0, vector_0, /*timestamp=*/1, &runner); + AddInputVector(/*index*/ 1, vector_1, /*timestamp=*/1, &runner); + AddInputItem(/*index*/ 2, item_0, /*timestamp=*/1, &runner); + AddInputItem(/*index*/ 3, item_1, /*timestamp=*/1, &runner); + + MP_ASSERT_OK(runner.Run()); + + const std::vector& outputs = runner.Outputs().Index(0).packets; + EXPECT_EQ(1, outputs.size()); + EXPECT_EQ(Timestamp(1), outputs[0].Timestamp()); + std::vector expected_vector = {1, 2, 3, 4, 5, 6, 7}; + EXPECT_EQ(expected_vector, outputs[0].Get>()); +} + +TEST(TestConcatenateIntVectorCalculatorTest, MixedVectorsAndItemsAnother) { + CalculatorRunner runner("TestConcatenateIntVectorCalculator", + /*options_string=*/"", /*num_inputs=*/4, + /*num_outputs=*/1, /*num_side_packets=*/0); + + int item_0 = 1; + std::vector vector_0 = {2, 3}; + std::vector vector_1 = {4, 5, 6}; + int item_1 = 7; + + AddInputItem(/*index*/ 0, item_0, /*timestamp=*/1, &runner); + AddInputVector(/*index*/ 1, vector_0, /*timestamp=*/1, &runner); + AddInputVector(/*index*/ 2, vector_1, /*timestamp=*/1, &runner); + AddInputItem(/*index*/ 3, item_1, /*timestamp=*/1, &runner); + + MP_ASSERT_OK(runner.Run()); + + const std::vector& outputs = runner.Outputs().Index(0).packets; + EXPECT_EQ(1, outputs.size()); + EXPECT_EQ(Timestamp(1), outputs[0].Timestamp()); + std::vector expected_vector = {1, 2, 3, 4, 5, 6, 7}; + EXPECT_EQ(expected_vector, outputs[0].Get>()); +} + void AddInputVectors(const std::vector>& inputs, int64 timestamp, CalculatorRunner* runner) { for (int i = 0; i < inputs.size(); ++i) { diff --git a/mediapipe/calculators/core/constant_side_packet_calculator.cc b/mediapipe/calculators/core/constant_side_packet_calculator.cc index 2a60a2fd1..7541ccd66 100644 --- a/mediapipe/calculators/core/constant_side_packet_calculator.cc +++ b/mediapipe/calculators/core/constant_side_packet_calculator.cc @@ -18,6 +18,7 @@ #include "mediapipe/framework/calculator_framework.h" #include "mediapipe/framework/collection_item_id.h" #include "mediapipe/framework/port/canonical_errors.h" +#include "mediapipe/framework/port/integral_types.h" #include "mediapipe/framework/port/ret_check.h" #include "mediapipe/framework/port/status.h" @@ -71,6 +72,8 @@ class ConstantSidePacketCalculator : public CalculatorBase { packet.Set(); } else if (packet_options.has_string_value()) { packet.Set(); + } else if (packet_options.has_uint64_value()) { + packet.Set(); } else { return ::mediapipe::InvalidArgumentError( "None of supported values were specified in options."); @@ -95,6 +98,8 @@ class ConstantSidePacketCalculator : public CalculatorBase { packet.Set(MakePacket(packet_options.bool_value())); } else if (packet_options.has_string_value()) { packet.Set(MakePacket(packet_options.string_value())); + } else if (packet_options.has_uint64_value()) { + packet.Set(MakePacket(packet_options.uint64_value())); } else { return ::mediapipe::InvalidArgumentError( "None of supported values were specified in options."); diff --git a/mediapipe/calculators/core/constant_side_packet_calculator.proto b/mediapipe/calculators/core/constant_side_packet_calculator.proto index 6d7f24656..6b3feebde 100644 --- a/mediapipe/calculators/core/constant_side_packet_calculator.proto +++ b/mediapipe/calculators/core/constant_side_packet_calculator.proto @@ -29,6 +29,7 @@ message ConstantSidePacketCalculatorOptions { float float_value = 2; bool bool_value = 3; string string_value = 4; + uint64 uint64_value = 5; } } diff --git a/mediapipe/calculators/image/BUILD b/mediapipe/calculators/image/BUILD index 3cefe9439..a14bd31d1 100644 --- a/mediapipe/calculators/image/BUILD +++ b/mediapipe/calculators/image/BUILD @@ -14,7 +14,7 @@ load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/calculators/image/testdata/BUILD b/mediapipe/calculators/image/testdata/BUILD index a44f28ce0..da192b513 100644 --- a/mediapipe/calculators/image/testdata/BUILD +++ b/mediapipe/calculators/image/testdata/BUILD @@ -13,7 +13,7 @@ # limitations under the License. # -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) filegroup( name = "test_images", diff --git a/mediapipe/calculators/internal/BUILD b/mediapipe/calculators/internal/BUILD index eab1678e0..54b6c20f1 100644 --- a/mediapipe/calculators/internal/BUILD +++ b/mediapipe/calculators/internal/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") diff --git a/mediapipe/calculators/tensorflow/BUILD b/mediapipe/calculators/tensorflow/BUILD index f934bd5a4..3daf3827f 100644 --- a/mediapipe/calculators/tensorflow/BUILD +++ b/mediapipe/calculators/tensorflow/BUILD @@ -15,7 +15,7 @@ load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) @@ -427,6 +427,10 @@ cc_library( deps = [ ":tensorflow_session", ":tensorflow_inference_calculator_cc_proto", + "//mediapipe/framework:timestamp", + "@com_google_absl//absl/base:core_headers", + "@com_google_absl//absl/memory", + "//mediapipe/framework:calculator_context", "//mediapipe/framework:calculator_framework", "//mediapipe/framework/tool:status_util", "@com_google_absl//absl/strings", @@ -434,6 +438,8 @@ cc_library( "//mediapipe/framework/deps:clock", "//mediapipe/framework/port:status", "//mediapipe/framework/port:ret_check", + "//mediapipe/framework/port:map_util", + "//mediapipe/framework:packet", ] + select({ "//conditions:default": [ "@org_tensorflow//tensorflow/core:framework", diff --git a/mediapipe/calculators/tensorflow/lapped_tensor_buffer_calculator.cc b/mediapipe/calculators/tensorflow/lapped_tensor_buffer_calculator.cc index 5ad8e853c..36c3da7e7 100644 --- a/mediapipe/calculators/tensorflow/lapped_tensor_buffer_calculator.cc +++ b/mediapipe/calculators/tensorflow/lapped_tensor_buffer_calculator.cc @@ -93,7 +93,7 @@ REGISTER_CALCULATOR(LappedTensorBufferCalculator); cc->Inputs().Index(0).Set( // tensorflow::Tensor stream. ); - RET_CHECK_EQ(cc->Inputs().NumEntries(), 1) + RET_CHECK_EQ(cc->Outputs().NumEntries(), 1) << "Only one output stream is supported."; if (cc->InputSidePackets().HasTag(kBufferSize)) { diff --git a/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.cc b/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.cc index 7ed835f64..5b9a74a6d 100644 --- a/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.cc +++ b/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.cc @@ -19,16 +19,22 @@ #include #include +#include "absl/base/thread_annotations.h" +#include "absl/memory/memory.h" #include "absl/strings/str_split.h" #include "absl/synchronization/mutex.h" #include "mediapipe/calculators/tensorflow/tensorflow_inference_calculator.pb.h" #include "mediapipe/calculators/tensorflow/tensorflow_session.h" +#include "mediapipe/framework/calculator_context.h" #include "mediapipe/framework/calculator_framework.h" #include "mediapipe/framework/deps/clock.h" #include "mediapipe/framework/deps/monotonic_clock.h" +#include "mediapipe/framework/packet.h" +#include "mediapipe/framework/port/map_util.h" #include "mediapipe/framework/port/ret_check.h" #include "mediapipe/framework/port/status.h" #include "mediapipe/framework/port/status_macros.h" +#include "mediapipe/framework/timestamp.h" #include "mediapipe/framework/tool/status_util.h" #include "tensorflow/core/framework/tensor.h" #include "tensorflow/core/framework/tensor_shape.h" @@ -77,6 +83,17 @@ class SimpleSemaphore { absl::Mutex mutex_; absl::CondVar cond_; }; + +class InferenceState { + public: + InferenceState() : input_tensor_batches_(), batch_timestamps_() {} + // A mapping between stream tags and the tensors we are collecting as a + // batch. + std::map> input_tensor_batches_; + // The timestamps that go into a batch. + std::vector batch_timestamps_; +}; + } // namespace // This calculator performs inference on a trained TensorFlow model. @@ -218,11 +235,16 @@ class TensorFlowInferenceCalculator : public CalculatorBase { } static ::mediapipe::Status GetContract(CalculatorContract* cc) { + const auto& options = cc->Options(); RET_CHECK(!cc->Inputs().GetTags().empty()); for (const std::string& tag : cc->Inputs().GetTags()) { // The tensorflow::Tensor with the tag equal to the graph node. May // have a TimeSeriesHeader if all present TimeSeriesHeaders match. - cc->Inputs().Tag(tag).Set(); + if (!options.batched_input()) { + cc->Inputs().Tag(tag).Set(); + } else { + cc->Inputs().Tag(tag).Set>(); + } } RET_CHECK(!cc->Outputs().GetTags().empty()); for (const std::string& tag : cc->Outputs().GetTags()) { @@ -242,6 +264,22 @@ class TensorFlowInferenceCalculator : public CalculatorBase { return ::mediapipe::OkStatus(); } + std::unique_ptr CreateInferenceState(CalculatorContext* cc) + ABSL_EXCLUSIVE_LOCKS_REQUIRED(mutex_) { + std::unique_ptr inference_state = + absl::make_unique(); + if (cc->InputSidePackets().HasTag("RECURRENT_INIT_TENSORS") && + !cc->InputSidePackets().Tag("RECURRENT_INIT_TENSORS").IsEmpty()) { + std::map* init_tensor_map; + init_tensor_map = GetFromUniquePtr>( + cc->InputSidePackets().Tag("RECURRENT_INIT_TENSORS")); + for (const auto& p : *init_tensor_map) { + inference_state->input_tensor_batches_[p.first].emplace_back(p.second); + } + } + return inference_state; + } + ::mediapipe::Status Open(CalculatorContext* cc) override { options_ = cc->Options(); @@ -275,15 +313,6 @@ class TensorFlowInferenceCalculator : public CalculatorBase { recurrent_feed_tags_.insert(tags[0]); recurrent_fetch_tags_to_feed_tags_[tags[1]] = tags[0]; } - if (cc->InputSidePackets().HasTag("RECURRENT_INIT_TENSORS") && - !cc->InputSidePackets().Tag("RECURRENT_INIT_TENSORS").IsEmpty()) { - std::map* init_tensor_map; - init_tensor_map = GetFromUniquePtr>( - cc->InputSidePackets().Tag("RECURRENT_INIT_TENSORS")); - for (const auto& p : *init_tensor_map) { - input_tensor_batches_[p.first].emplace_back(p.second); - } - } // Check that all tags are present in this signature bound to tensors. for (const std::string& tag : cc->Inputs().GetTags()) { @@ -297,9 +326,15 @@ class TensorFlowInferenceCalculator : public CalculatorBase { << options_.signature_name(); } - if (options_.batch_size() == 1) { + { + absl::WriterMutexLock l(&mutex_); + inference_state_ = std::unique_ptr(); + } + + if (options_.batch_size() == 1 || options_.batched_input()) { cc->SetOffset(0); } + return ::mediapipe::OkStatus(); } @@ -316,6 +351,24 @@ class TensorFlowInferenceCalculator : public CalculatorBase { return ::mediapipe::OkStatus(); } + ::mediapipe::Status AggregateTensorPacket( + const std::string& tag_name, const Packet& packet, + std::map>* + input_tensors_by_tag_by_timestamp, + InferenceState* inference_state) ABSL_EXCLUSIVE_LOCKS_REQUIRED(mutex_) { + tf::Tensor input_tensor(packet.Get()); + RET_CHECK_OK(AddBatchDimension(&input_tensor)); + if (::mediapipe::ContainsKey(recurrent_feed_tags_, tag_name)) { + // If we receive an input on a recurrent tag, override the state. + // It's OK to override the global state because there is just one + // input stream allowed for recurrent tensors. + inference_state_->input_tensor_batches_[tag_name].clear(); + } + (*input_tensors_by_tag_by_timestamp)[packet.Timestamp()].insert( + std::make_pair(tag_name, input_tensor)); + return ::mediapipe::OkStatus(); + } + // Removes the batch dimension of the output tensor if specified in the // calculator options. ::mediapipe::Status RemoveBatchDimension(tf::Tensor* output_tensor) { @@ -331,48 +384,85 @@ class TensorFlowInferenceCalculator : public CalculatorBase { } ::mediapipe::Status Process(CalculatorContext* cc) override { - std::map input_tensors_by_tag; - for (const std::string& tag_as_node_name : cc->Inputs().GetTags()) { - if (cc->Inputs().Tag(tag_as_node_name).IsEmpty()) { - // Recurrent tensors can be empty. - if (!::mediapipe::ContainsKey(recurrent_feed_tags_, tag_as_node_name)) { - if (options_.skip_on_missing_features()) { - return ::mediapipe::OkStatus(); - } else { - return ::mediapipe::InvalidArgumentError(absl::StrCat( - "Tag ", tag_as_node_name, - " not present at timestamp: ", cc->InputTimestamp().Value())); + std::unique_ptr inference_state_to_process; + { + absl::WriterMutexLock l(&mutex_); + if (inference_state_ == nullptr) { + inference_state_ = CreateInferenceState(cc); + } + std::map> + input_tensors_by_tag_by_timestamp; + for (const std::string& tag_as_node_name : cc->Inputs().GetTags()) { + if (cc->Inputs().Tag(tag_as_node_name).IsEmpty()) { + // Recurrent tensors can be empty. + if (!::mediapipe::ContainsKey(recurrent_feed_tags_, + tag_as_node_name)) { + if (options_.skip_on_missing_features()) { + return ::mediapipe::OkStatus(); + } else { + return ::mediapipe::InvalidArgumentError(absl::StrCat( + "Tag ", tag_as_node_name, + " not present at timestamp: ", cc->InputTimestamp().Value())); + } } + } else if (options_.batched_input()) { + const auto& tensor_packets = + cc->Inputs().Tag(tag_as_node_name).Get>(); + if (tensor_packets.size() > options_.batch_size()) { + return ::mediapipe::InvalidArgumentError(absl::StrCat( + "Batch for tag ", tag_as_node_name, + " has more packets than batch capacity. batch_size: ", + options_.batch_size(), " packets: ", tensor_packets.size())); + } + for (const auto& packet : tensor_packets) { + RET_CHECK_OK(AggregateTensorPacket( + tag_as_node_name, packet, &input_tensors_by_tag_by_timestamp, + inference_state_.get())); + } + } else { + RET_CHECK_OK(AggregateTensorPacket( + tag_as_node_name, cc->Inputs().Tag(tag_as_node_name).Value(), + &input_tensors_by_tag_by_timestamp, inference_state_.get())); } - } else { - tf::Tensor input_tensor( - cc->Inputs().Tag(tag_as_node_name).Get()); - RET_CHECK_OK(AddBatchDimension(&input_tensor)); - if (::mediapipe::ContainsKey(recurrent_feed_tags_, tag_as_node_name)) { - // If we receive an input on a recurrent tag, override the state. - // It's OK to override the global state because there is just one - // input stream allowed for recurrent tensors. - input_tensor_batches_[tag_as_node_name].clear(); + } + for (const auto& timestamp_and_input_tensors_by_tag : + input_tensors_by_tag_by_timestamp) { + inference_state_->batch_timestamps_.emplace_back( + timestamp_and_input_tensors_by_tag.first); + for (const auto& input_tensor_and_tag : + timestamp_and_input_tensors_by_tag.second) { + inference_state_->input_tensor_batches_[input_tensor_and_tag.first] + .emplace_back(input_tensor_and_tag.second); } - input_tensors_by_tag.insert( - std::make_pair(tag_as_node_name, input_tensor)); + } + if (inference_state_->batch_timestamps_.size() == options_.batch_size() || + options_.batched_input()) { + inference_state_to_process = std::move(inference_state_); + inference_state_ = std::unique_ptr(); } } - batch_timestamps_.emplace_back(cc->InputTimestamp()); - for (const auto& input_tensor_and_tag : input_tensors_by_tag) { - input_tensor_batches_[input_tensor_and_tag.first].emplace_back( - input_tensor_and_tag.second); + + if (inference_state_to_process) { + MP_RETURN_IF_ERROR( + OutputBatch(cc, std::move(inference_state_to_process))); } - if (batch_timestamps_.size() == options_.batch_size()) { - MP_RETURN_IF_ERROR(OutputBatch(cc)); - } return ::mediapipe::OkStatus(); } ::mediapipe::Status Close(CalculatorContext* cc) override { - if (!batch_timestamps_.empty()) { - MP_RETURN_IF_ERROR(OutputBatch(cc)); + std::unique_ptr inference_state_to_process = nullptr; + { + absl::WriterMutexLock l(&mutex_); + if (cc->GraphStatus().ok() && inference_state_ != nullptr && + !inference_state_->batch_timestamps_.empty()) { + inference_state_to_process = std::move(inference_state_); + inference_state_ = std::unique_ptr(); + } + } + if (inference_state_to_process) { + MP_RETURN_IF_ERROR( + OutputBatch(cc, std::move(inference_state_to_process))); } return ::mediapipe::OkStatus(); } @@ -385,10 +475,12 @@ class TensorFlowInferenceCalculator : public CalculatorBase { // memory buffer. Therefore, copies are cheap and should not cause the memory // buffer to fall out of scope. In contrast, concat is only used where // necessary. - ::mediapipe::Status OutputBatch(CalculatorContext* cc) { + ::mediapipe::Status OutputBatch( + CalculatorContext* cc, std::unique_ptr inference_state) { const int64 start_time = absl::ToUnixMicros(clock_->TimeNow()); std::vector> input_tensors; - for (auto& keyed_tensors : input_tensor_batches_) { + + for (auto& keyed_tensors : inference_state->input_tensor_batches_) { if (options_.batch_size() == 1) { // Short circuit to avoid the cost of deep copying tensors in concat. if (!keyed_tensors.second.empty()) { @@ -404,7 +496,8 @@ class TensorFlowInferenceCalculator : public CalculatorBase { } else { // Pad by replicating the first tens or, then ignore the values. keyed_tensors.second.resize(options_.batch_size()); - std::fill(keyed_tensors.second.begin() + batch_timestamps_.size(), + std::fill(keyed_tensors.second.begin() + + inference_state->batch_timestamps_.size(), keyed_tensors.second.end(), keyed_tensors.second[0]); tf::Tensor concated; const tf::Status concat_status = @@ -414,7 +507,7 @@ class TensorFlowInferenceCalculator : public CalculatorBase { concated); } } - input_tensor_batches_.clear(); + inference_state->input_tensor_batches_.clear(); std::vector output_tensor_names; std::vector output_name_in_signature; for (const std::string& tag : cc->Outputs().GetTags()) { @@ -466,9 +559,11 @@ class TensorFlowInferenceCalculator : public CalculatorBase { int pos = std::find(output_name_in_signature.begin(), output_name_in_signature.end(), tag_pair.first) - output_name_in_signature.begin(); - input_tensor_batches_[tag_pair.second].emplace_back(outputs[pos]); + inference_state->input_tensor_batches_[tag_pair.second].emplace_back( + outputs[pos]); } + absl::WriterMutexLock l(&mutex_); // Set that we want to split on each index of the 0th dimension. std::vector split_vector(options_.batch_size(), 1); for (int i = 0; i < output_tensor_names.size(); ++i) { @@ -478,7 +573,8 @@ class TensorFlowInferenceCalculator : public CalculatorBase { RET_CHECK_OK(RemoveBatchDimension(&output_tensor)); cc->Outputs() .Tag(output_name_in_signature[i]) - .Add(new tf::Tensor(output_tensor), batch_timestamps_[0]); + .Add(new tf::Tensor(output_tensor), + inference_state->batch_timestamps_[0]); } } else { std::vector split_tensors; @@ -486,22 +582,30 @@ class TensorFlowInferenceCalculator : public CalculatorBase { tf::tensor::Split(outputs[i], split_vector, &split_tensors); CHECK(split_status.ok()) << split_status.ToString(); // Loop over timestamps so that we don't copy the padding. - for (int j = 0; j < batch_timestamps_.size(); ++j) { + for (int j = 0; j < inference_state->batch_timestamps_.size(); ++j) { tf::Tensor output_tensor(split_tensors[j]); RET_CHECK_OK(RemoveBatchDimension(&output_tensor)); cc->Outputs() .Tag(output_name_in_signature[i]) - .Add(new tf::Tensor(output_tensor), batch_timestamps_[j]); + .Add(new tf::Tensor(output_tensor), + inference_state->batch_timestamps_[j]); } } } + // Get end time and report. const int64 end_time = absl::ToUnixMicros(clock_->TimeNow()); cc->GetCounter(kTotalUsecsCounterSuffix) ->IncrementBy(end_time - start_time); cc->GetCounter(kTotalProcessedTimestampsCounterSuffix) - ->IncrementBy(batch_timestamps_.size()); - batch_timestamps_.clear(); + ->IncrementBy(inference_state->batch_timestamps_.size()); + + // Make sure we hold on to the recursive state. + if (!options_.recurrent_tag_pair().empty()) { + inference_state_ = std::move(inference_state); + inference_state_->batch_timestamps_.clear(); + } + return ::mediapipe::OkStatus(); } @@ -514,11 +618,8 @@ class TensorFlowInferenceCalculator : public CalculatorBase { // A mapping between stream tags and the tensor names they are bound to. std::map tag_to_tensor_map_; - // A mapping between stream tags and the tensors we are collecting as a batch. - std::map> input_tensor_batches_; - - // The timestamps that go into a batch. - std::vector batch_timestamps_; + absl::Mutex mutex_; + std::unique_ptr inference_state_ ABSL_GUARDED_BY(mutex_); // The options for the calculator. TensorFlowInferenceCalculatorOptions options_; diff --git a/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.proto b/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.proto index a353d2f55..98dbd5b4b 100644 --- a/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.proto +++ b/mediapipe/calculators/tensorflow/tensorflow_inference_calculator.proto @@ -76,4 +76,13 @@ message TensorFlowInferenceCalculatorOptions { // only works in the local process, not "globally" across multiple processes // or replicas (if any). Default to 0, i.e. no limit. optional int32 max_concurrent_session_runs = 6 [default = 0]; + + // If turned on, the Calculator expects a vector of batched packages as input. + // This will make sure that you can turn on max_in_flight for batch_size + // greater than 1. Otherwise it results in problems of none-monotonically + // increasing timestamps. + // Use BatchSequentialCalculator to create the batches. The batch_size + // should agree for both calculators. All the data in a batch is processed + // together. The BatchSequentialCalculator can't run with max_in_flight. + optional bool batched_input = 7; } diff --git a/mediapipe/calculators/tensorflow/tensorflow_inference_calculator_test.cc b/mediapipe/calculators/tensorflow/tensorflow_inference_calculator_test.cc index 4f07b897c..2ec6cbe3b 100644 --- a/mediapipe/calculators/tensorflow/tensorflow_inference_calculator_test.cc +++ b/mediapipe/calculators/tensorflow/tensorflow_inference_calculator_test.cc @@ -89,17 +89,31 @@ class TensorflowInferenceCalculatorTest : public ::testing::Test { output_side_packets.Tag("SESSION"); } - // Create tensor from Vector and add as a Packet to the provided tag as input. - void AddVectorToInputsAsTensor(const std::vector& input, - const std::string& tag, int64 time) { + Packet CreateTensorPacket(const std::vector& input, int64 time) { tf::TensorShape tensor_shape; tensor_shape.AddDim(input.size()); auto tensor = absl::make_unique(tf::DT_INT32, tensor_shape); for (int i = 0; i < input.size(); ++i) { tensor->vec()(i) = input[i]; } + return Adopt(tensor.release()).At(Timestamp(time)); + } + + // Create tensor from Vector and add as a Packet to the provided tag as input. + void AddVectorToInputsAsTensor(const std::vector& input, + const std::string& tag, int64 time) { runner_->MutableInputs()->Tag(tag).packets.push_back( - Adopt(tensor.release()).At(Timestamp(time))); + CreateTensorPacket(input, time)); + } + + // Create tensor from Vector and add as a Packet to the provided tag as input. + void AddVectorToInputsAsPacket(const std::vector& packets, + const std::string& tag) { + CHECK(!packets.empty()) + << "Please specify at least some data in the packet"; + auto packets_ptr = absl::make_unique>(packets); + runner_->MutableInputs()->Tag(tag).packets.push_back( + Adopt(packets_ptr.release()).At(packets.begin()->Timestamp())); } std::unique_ptr runner_; @@ -183,6 +197,45 @@ TEST_F(TensorflowInferenceCalculatorTest, GetComputed) { EXPECT_THAT(run_status.ToString(), testing::HasSubstr("Tag B")); } +TEST_F(TensorflowInferenceCalculatorTest, GetComputed_MaxInFlight) { + CalculatorGraphConfig::Node config; + config.set_calculator("TensorFlowInferenceCalculator"); + config.add_input_stream("A:tensor_a"); + config.add_input_stream("B:tensor_b"); + config.add_output_stream("MULTIPLIED:tensor_o1"); + config.add_input_side_packet("SESSION:session"); + config.set_max_in_flight(2); + CalculatorOptions options; + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_batch_size(1); + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_add_batch_dim_to_tensors(false); + *config.mutable_options() = options; + + runner_ = absl::make_unique(config); + AddSessionInputSidePacket(); + AddVectorToInputsAsTensor({2, 2, 2}, "A", 0); + AddVectorToInputsAsTensor({3, 4, 5}, "B", 0); + MP_ASSERT_OK(runner_->Run()); + + const std::vector& output_packets_mult = + runner_->Outputs().Tag("MULTIPLIED").packets; + ASSERT_EQ(1, output_packets_mult.size()); + const tf::Tensor& tensor_mult = output_packets_mult[0].Get(); + tf::TensorShape expected_shape({3}); + auto expected_tensor = tf::test::AsTensor({6, 8, 10}, expected_shape); + tf::test::ExpectTensorEqual(expected_tensor, tensor_mult); + + // Add only one of the two expected tensors at the next timestamp, expect + // useful failure message. + AddVectorToInputsAsTensor({1, 2, 3}, "A", 1); + auto run_status = runner_->Run(); + ASSERT_FALSE(run_status.ok()); + EXPECT_THAT(run_status.ToString(), + testing::HasSubstr("TensorFlowInferenceCalculator")); + EXPECT_THAT(run_status.ToString(), testing::HasSubstr("Tag B")); +} + TEST_F(TensorflowInferenceCalculatorTest, BadTag) { CalculatorGraphConfig::Node config; config.set_calculator("TensorFlowInferenceCalculator"); @@ -235,6 +288,86 @@ TEST_F(TensorflowInferenceCalculatorTest, GetMultiBatchComputed) { ->Get()); } +TEST_F(TensorflowInferenceCalculatorTest, GetMultiBatchComputed_MaxInFlight) { + CalculatorGraphConfig::Node config; + config.set_calculator("TensorFlowInferenceCalculator"); + config.add_input_stream("A:tensor_a"); + config.add_input_stream("B:tensor_b"); + config.add_output_stream("MULTIPLIED:tensor_o1"); + config.add_input_side_packet("SESSION:session"); + config.set_max_in_flight(2); + CalculatorOptions options; + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_batch_size(1); + *config.mutable_options() = options; + + runner_ = absl::make_unique(config); + AddSessionInputSidePacket(); + AddVectorToInputsAsTensor({2, 2, 2}, "A", 0); + AddVectorToInputsAsTensor({3, 4, 5}, "B", 0); + AddVectorToInputsAsTensor({3, 3, 3}, "A", 1); + AddVectorToInputsAsTensor({3, 4, 5}, "B", 1); + MP_ASSERT_OK(runner_->Run()); + + const std::vector& output_packets_mult = + runner_->Outputs().Tag("MULTIPLIED").packets; + ASSERT_EQ(2, output_packets_mult.size()); + const tf::Tensor& tensor_mult = output_packets_mult[0].Get(); + auto expected_tensor = tf::test::AsTensor({6, 8, 10}); + tf::test::ExpectTensorEqual(tensor_mult, expected_tensor); + const tf::Tensor& tensor_mult1 = output_packets_mult[1].Get(); + auto expected_tensor1 = tf::test::AsTensor({9, 12, 15}); + tf::test::ExpectTensorEqual(tensor_mult1, expected_tensor1); + + EXPECT_EQ(2, runner_ + ->GetCounter( + "TensorFlowInferenceCalculator-TotalProcessedTimestamps") + ->Get()); +} + +TEST_F(TensorflowInferenceCalculatorTest, + GetMultiBatchComputed_MoreThanMaxInFlight) { + CalculatorGraphConfig::Node config; + config.set_calculator("TensorFlowInferenceCalculator"); + config.add_input_stream("A:tensor_a"); + config.add_input_stream("B:tensor_b"); + config.add_output_stream("MULTIPLIED:tensor_o1"); + config.add_input_side_packet("SESSION:session"); + config.set_max_in_flight(2); + CalculatorOptions options; + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_batch_size(1); + *config.mutable_options() = options; + + runner_ = absl::make_unique(config); + AddSessionInputSidePacket(); + AddVectorToInputsAsTensor({2, 2, 2}, "A", 0); + AddVectorToInputsAsTensor({3, 4, 5}, "B", 0); + AddVectorToInputsAsTensor({3, 3, 3}, "A", 1); + AddVectorToInputsAsTensor({3, 4, 5}, "B", 1); + AddVectorToInputsAsTensor({4, 4, 4}, "A", 2); + AddVectorToInputsAsTensor({3, 4, 5}, "B", 2); + MP_ASSERT_OK(runner_->Run()); + + const std::vector& output_packets_mult = + runner_->Outputs().Tag("MULTIPLIED").packets; + ASSERT_EQ(3, output_packets_mult.size()); + const tf::Tensor& tensor_mult = output_packets_mult[0].Get(); + auto expected_tensor = tf::test::AsTensor({6, 8, 10}); + tf::test::ExpectTensorEqual(tensor_mult, expected_tensor); + const tf::Tensor& tensor_mult1 = output_packets_mult[1].Get(); + auto expected_tensor1 = tf::test::AsTensor({9, 12, 15}); + tf::test::ExpectTensorEqual(tensor_mult1, expected_tensor1); + const tf::Tensor& tensor_mult2 = output_packets_mult[2].Get(); + auto expected_tensor2 = tf::test::AsTensor({12, 16, 20}); + tf::test::ExpectTensorEqual(tensor_mult2, expected_tensor2); + + EXPECT_EQ(3, runner_ + ->GetCounter( + "TensorFlowInferenceCalculator-TotalProcessedTimestamps") + ->Get()); +} + TEST_F(TensorflowInferenceCalculatorTest, GetSingleBatchComputed) { CalculatorGraphConfig::Node config; config.set_calculator("TensorFlowInferenceCalculator"); @@ -311,6 +444,66 @@ TEST_F(TensorflowInferenceCalculatorTest, GetCloseBatchComputed) { ->Get()); } +TEST_F(TensorflowInferenceCalculatorTest, GetBatchComputed_MaxInFlight) { + CalculatorGraphConfig::Node config; + config.set_calculator("TensorFlowInferenceCalculator"); + config.add_input_stream("A:tensor_a"); + config.add_input_stream("B:tensor_b"); + config.add_output_stream("MULTIPLIED:tensor_o1"); + config.add_input_side_packet("SESSION:session"); + config.set_max_in_flight(2); + CalculatorOptions options; + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_batch_size(2); + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_add_batch_dim_to_tensors(true); + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_batched_input(true); + *config.mutable_options() = options; + + runner_ = absl::make_unique(config); + AddSessionInputSidePacket(); + AddVectorToInputsAsPacket( + {CreateTensorPacket({2, 2, 2}, 0), CreateTensorPacket({3, 3, 3}, 1)}, + "A"); + AddVectorToInputsAsPacket( + {CreateTensorPacket({3, 4, 5}, 0), CreateTensorPacket({3, 4, 5}, 1)}, + "B"); + AddVectorToInputsAsPacket( + {CreateTensorPacket({4, 4, 4}, 2), CreateTensorPacket({5, 5, 5}, 3)}, + "A"); + AddVectorToInputsAsPacket( + {CreateTensorPacket({3, 4, 5}, 2), CreateTensorPacket({3, 4, 5}, 3)}, + "B"); + AddVectorToInputsAsPacket({CreateTensorPacket({6, 6, 6}, 4)}, "A"); + AddVectorToInputsAsPacket({CreateTensorPacket({3, 4, 5}, 4)}, "B"); + MP_ASSERT_OK(runner_->Run()); + + const std::vector& output_packets_mult = + runner_->Outputs().Tag("MULTIPLIED").packets; + ASSERT_EQ(5, output_packets_mult.size()); + const tf::Tensor& tensor_mult = output_packets_mult[0].Get(); + auto expected_tensor = tf::test::AsTensor({6, 8, 10}); + tf::test::ExpectTensorEqual(tensor_mult, expected_tensor); + const tf::Tensor& tensor_mult1 = output_packets_mult[1].Get(); + auto expected_tensor1 = tf::test::AsTensor({9, 12, 15}); + tf::test::ExpectTensorEqual(tensor_mult1, expected_tensor1); + const tf::Tensor& tensor_mult2 = output_packets_mult[2].Get(); + auto expected_tensor2 = tf::test::AsTensor({12, 16, 20}); + tf::test::ExpectTensorEqual(tensor_mult2, expected_tensor2); + const tf::Tensor& tensor_mult3 = output_packets_mult[3].Get(); + auto expected_tensor3 = tf::test::AsTensor({15, 20, 25}); + tf::test::ExpectTensorEqual(tensor_mult3, expected_tensor3); + const tf::Tensor& tensor_mult4 = output_packets_mult[4].Get(); + auto expected_tensor4 = tf::test::AsTensor({18, 24, 30}); + tf::test::ExpectTensorEqual(tensor_mult4, expected_tensor4); + + EXPECT_EQ(5, runner_ + ->GetCounter( + "TensorFlowInferenceCalculator-TotalProcessedTimestamps") + ->Get()); +} + TEST_F(TensorflowInferenceCalculatorTest, TestRecurrentStates) { CalculatorGraphConfig::Node config; config.set_calculator("TensorFlowInferenceCalculator"); @@ -509,4 +702,40 @@ TEST_F(TensorflowInferenceCalculatorTest, ->Get()); } +TEST_F(TensorflowInferenceCalculatorTest, BatchedInputTooBigBatch) { + CalculatorGraphConfig::Node config; + config.set_calculator("TensorFlowInferenceCalculator"); + config.add_input_stream("A:tensor_a"); + config.add_input_stream("B:tensor_b"); + config.add_output_stream("MULTIPLIED:tensor_o1"); + config.add_input_side_packet("SESSION:session"); + config.set_max_in_flight(2); + CalculatorOptions options; + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_batch_size(2); + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_add_batch_dim_to_tensors(true); + options.MutableExtension(TensorFlowInferenceCalculatorOptions::ext) + ->set_batched_input(true); + *config.mutable_options() = options; + + runner_ = absl::make_unique(config); + AddSessionInputSidePacket(); + AddVectorToInputsAsPacket( + {CreateTensorPacket({2, 2, 2}, 0), CreateTensorPacket({3, 3, 3}, 1), + CreateTensorPacket({4, 4, 4}, 2)}, + "A"); + AddVectorToInputsAsPacket( + {CreateTensorPacket({3, 4, 5}, 0), CreateTensorPacket({3, 4, 5}, 1), + CreateTensorPacket({3, 4, 5}, 2)}, + "B"); + + auto status = runner_->Run(); + ASSERT_FALSE(status.ok()); + EXPECT_THAT( + status.message(), + ::testing::HasSubstr( + "has more packets than batch capacity. batch_size: 2 packets: 3")); +} + } // namespace mediapipe diff --git a/mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.cc b/mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.cc index a92b48d30..86a2a4afa 100644 --- a/mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.cc +++ b/mediapipe/calculators/tensorflow/unpack_media_sequence_calculator.cc @@ -29,6 +29,7 @@ namespace mediapipe { // Streams: const char kBBoxTag[] = "BBOX"; const char kImageTag[] = "IMAGE"; +const char kKeypointsTag[] = "KEYPOINTS"; const char kFloatFeaturePrefixTag[] = "FLOAT_FEATURE_"; const char kForwardFlowImageTag[] = "FORWARD_FLOW_ENCODED"; @@ -150,7 +151,6 @@ class UnpackMediaSequenceCalculator : public CalculatorBase { << "or" << kAudioDecoderOptions; } - // Optional streams. if (cc->Outputs().HasTag(kForwardFlowImageTag)) { cc->Outputs().Tag(kForwardFlowImageTag).Set(); } @@ -244,6 +244,10 @@ class UnpackMediaSequenceCalculator : public CalculatorBase { const auto& sequence = cc->InputSidePackets() .Tag(kSequenceExampleTag) .Get(); + if (cc->Outputs().HasTag(kKeypointsTag)) { + keypoint_names_ = absl::StrSplit(options.keypoint_names(), ','); + default_keypoint_location_ = options.default_keypoint_location(); + } if (cc->OutputSidePackets().HasTag(kDataPath)) { std::string root_directory = ""; if (cc->InputSidePackets().HasTag(kDatasetRootDirTag)) { @@ -357,7 +361,6 @@ class UnpackMediaSequenceCalculator : public CalculatorBase { end_timestamp = timestamps_[last_timestamp_key_][current_timestamp_index_ + 1]; } - for (const auto& map_kv : timestamps_) { for (int i = 0; i < map_kv.second.size(); ++i) { if (map_kv.second[i] >= start_timestamp && @@ -454,6 +457,10 @@ class UnpackMediaSequenceCalculator : public CalculatorBase { int current_timestamp_index_; // Store the very first timestamp, so we output everything on the first frame. int64 first_timestamp_seen_; + // List of keypoint names. + std::vector keypoint_names_; + // Default keypoint location when missing. + float default_keypoint_location_; }; REGISTER_CALCULATOR(UnpackMediaSequenceCalculator); } // namespace mediapipe diff --git a/mediapipe/calculators/tflite/BUILD b/mediapipe/calculators/tflite/BUILD index 2c4bb637b..ae56ae763 100644 --- a/mediapipe/calculators/tflite/BUILD +++ b/mediapipe/calculators/tflite/BUILD @@ -16,7 +16,7 @@ load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") load("@bazel_skylib//lib:selects.bzl", "selects") -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) @@ -257,6 +257,7 @@ cc_library( }) + select({ "//conditions:default": [], "//mediapipe:android": [ + "//mediapipe/util/android/file/base", "@org_tensorflow//tensorflow/lite/delegates/nnapi:nnapi_delegate", ], }) + select({ diff --git a/mediapipe/calculators/tflite/tflite_inference_calculator.cc b/mediapipe/calculators/tflite/tflite_inference_calculator.cc index a48cb2796..3dae64f9c 100644 --- a/mediapipe/calculators/tflite/tflite_inference_calculator.cc +++ b/mediapipe/calculators/tflite/tflite_inference_calculator.cc @@ -33,6 +33,12 @@ #include "tensorflow/lite/kernels/register.h" #include "tensorflow/lite/model.h" +#if defined(MEDIAPIPE_ANDROID) +#include "mediapipe/util/android/file/base/file.h" +#include "mediapipe/util/android/file/base/filesystem.h" +#include "mediapipe/util/android/file/base/helpers.h" +#endif // ANDROID + #if MEDIAPIPE_TFLITE_GL_INFERENCE #include "mediapipe/gpu/gl_calculator_helper.h" #include "mediapipe/gpu/gpu_buffer.h" @@ -219,6 +225,8 @@ class TfLiteInferenceCalculator : public CalculatorBase { ::mediapipe::Status Close(CalculatorContext* cc) override; private: + ::mediapipe::Status ReadKernelsFromFile(); + ::mediapipe::Status WriteKernelsToFile(); ::mediapipe::Status LoadModel(CalculatorContext* cc); ::mediapipe::StatusOr GetModelAsPacket(const CalculatorContext& cc); ::mediapipe::Status LoadDelegate(CalculatorContext* cc); @@ -273,6 +281,9 @@ class TfLiteInferenceCalculator : public CalculatorBase { bool use_quantized_tensors_ = false; bool use_advanced_gpu_api_ = false; + + bool use_kernel_caching_ = false; + std::string cached_kernel_filename_; }; REGISTER_CALCULATOR(TfLiteInferenceCalculator); @@ -354,6 +365,17 @@ bool ShouldUseGpu(CC* cc) { options.has_delegate() && options.delegate().has_gpu() && options.delegate().gpu().use_advanced_gpu_api(); + + use_kernel_caching_ = + use_advanced_gpu_api_ && options.delegate().gpu().use_kernel_caching(); + + if (use_kernel_caching_) { +#if MEDIAPIPE_TFLITE_GL_INFERENCE && defined(MEDIAPIPE_ANDROID) + cached_kernel_filename_ = + "/sdcard/" + mediapipe::File::Basename(options.model_path()) + ".ker"; +#endif // MEDIAPIPE_TFLITE_GL_INFERENCE && MEDIAPIPE_ANDROID + } + if (use_advanced_gpu_api_ && !gpu_input_) { LOG(WARNING) << "Cannot use advanced GPU APIs, input must be GPU buffers." "Falling back to the default TFLite API."; @@ -423,7 +445,23 @@ bool ShouldUseGpu(CC* cc) { }); } +::mediapipe::Status TfLiteInferenceCalculator::WriteKernelsToFile() { +#if MEDIAPIPE_TFLITE_GL_INFERENCE && defined(MEDIAPIPE_ANDROID) + if (use_kernel_caching_) { + // Save kernel file. + auto kernel_cache = absl::make_unique>( + tflite_gpu_runner_->GetSerializedBinaryCache()); + std::string cache_str(kernel_cache->begin(), kernel_cache->end()); + MP_RETURN_IF_ERROR( + mediapipe::file::SetContents(cached_kernel_filename_, cache_str)); + } +#endif // MEDIAPIPE_TFLITE_GL_INFERENCE && MEDIAPIPE_ANDROID + return ::mediapipe::OkStatus(); +} + ::mediapipe::Status TfLiteInferenceCalculator::Close(CalculatorContext* cc) { + MP_RETURN_IF_ERROR(WriteKernelsToFile()); + return RunInContextIfNeeded([this]() -> ::mediapipe::Status { if (delegate_) { interpreter_ = nullptr; @@ -635,6 +673,22 @@ bool ShouldUseGpu(CC* cc) { return ::mediapipe::OkStatus(); } +::mediapipe::Status TfLiteInferenceCalculator::ReadKernelsFromFile() { +#if MEDIAPIPE_TFLITE_GL_INFERENCE && defined(MEDIAPIPE_ANDROID) + if (use_kernel_caching_) { + // Load pre-compiled kernel file. + if (mediapipe::File::Exists(cached_kernel_filename_)) { + std::string cache_str; + MP_RETURN_IF_ERROR( + mediapipe::file::GetContents(cached_kernel_filename_, &cache_str)); + std::vector cache_vec(cache_str.begin(), cache_str.end()); + tflite_gpu_runner_->SetSerializedBinaryCache(std::move(cache_vec)); + } + } +#endif // MEDIAPIPE_TFLITE_GL_INFERENCE && MEDIAPIPE_ANDROID + return ::mediapipe::OkStatus(); +} + ::mediapipe::Status TfLiteInferenceCalculator::InitTFLiteGPURunner( CalculatorContext* cc) { #if MEDIAPIPE_TFLITE_GL_INFERENCE @@ -692,6 +746,9 @@ bool ShouldUseGpu(CC* cc) { ::tflite::gpu::gl::CreateReadWriteShaderStorageBuffer( gpu_data_out_[i]->elements, &gpu_data_out_[i]->buffer)); } + + MP_RETURN_IF_ERROR(ReadKernelsFromFile()); + MP_RETURN_IF_ERROR(tflite_gpu_runner_->Build()); #endif // MEDIAPIPE_TFLITE_GL_INFERENCE diff --git a/mediapipe/calculators/tflite/tflite_inference_calculator.proto b/mediapipe/calculators/tflite/tflite_inference_calculator.proto index 4fc0af932..bd83fea45 100644 --- a/mediapipe/calculators/tflite/tflite_inference_calculator.proto +++ b/mediapipe/calculators/tflite/tflite_inference_calculator.proto @@ -48,6 +48,10 @@ message TfLiteInferenceCalculatorOptions { // example: // delegate: { gpu { use_advanced_gpu_api: true } } optional bool use_advanced_gpu_api = 1 [default = false]; + + // Load pre-compiled serialized binary cache to accelerate init process. + // Only available for OpenCL delegate on Android. + optional bool use_kernel_caching = 2 [default = false]; } // Android only. message Nnapi {} diff --git a/mediapipe/calculators/util/BUILD b/mediapipe/calculators/util/BUILD index c4f0f8283..9e327511f 100644 --- a/mediapipe/calculators/util/BUILD +++ b/mediapipe/calculators/util/BUILD @@ -14,7 +14,7 @@ load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:public"]) @@ -783,6 +783,7 @@ mediapipe_cc_proto_library( cc_library( name = "landmarks_to_render_data_calculator", srcs = ["landmarks_to_render_data_calculator.cc"], + hdrs = ["landmarks_to_render_data_calculator.h"], visibility = ["//visibility:public"], deps = [ ":landmarks_to_render_data_calculator_cc_proto", diff --git a/mediapipe/calculators/util/annotation_overlay_calculator.cc b/mediapipe/calculators/util/annotation_overlay_calculator.cc index e66bc1095..13dcabc7e 100644 --- a/mediapipe/calculators/util/annotation_overlay_calculator.cc +++ b/mediapipe/calculators/util/annotation_overlay_calculator.cc @@ -389,8 +389,6 @@ REGISTER_CALCULATOR(AnnotationOverlayCalculator); // Upload render target to GPU. { - glClear(GL_COLOR_BUFFER_BIT | GL_DEPTH_BUFFER_BIT); - glBindTexture(GL_TEXTURE_2D, image_mat_tex_); glTexSubImage2D(GL_TEXTURE_2D, 0, 0, 0, width_canvas_, height_canvas_, GL_RGB, GL_UNSIGNED_BYTE, overlay_image); diff --git a/mediapipe/calculators/util/landmarks_to_render_data_calculator.cc b/mediapipe/calculators/util/landmarks_to_render_data_calculator.cc index 3d43a64bb..6d8ee3fed 100644 --- a/mediapipe/calculators/util/landmarks_to_render_data_calculator.cc +++ b/mediapipe/calculators/util/landmarks_to_render_data_calculator.cc @@ -11,6 +11,7 @@ // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. +#include "mediapipe/calculators/util/landmarks_to_render_data_calculator.h" #include "absl/memory/memory.h" #include "absl/strings/str_cat.h" @@ -34,8 +35,6 @@ constexpr char kRenderDataTag[] = "RENDER_DATA"; constexpr char kLandmarkLabel[] = "KEYPOINT"; constexpr int kMaxLandmarkThickness = 18; -using ::mediapipe::RenderAnnotation_Point; - inline void SetColor(RenderAnnotation* annotation, const Color& color) { annotation->mutable_color()->set_r(color.r()); annotation->mutable_color()->set_g(color.g()); @@ -162,45 +161,6 @@ RenderAnnotation* AddPointRenderData(const Color& landmark_color, } // namespace -// A calculator that converts Landmark proto to RenderData proto for -// visualization. The input should be LandmarkList proto. It is also possible -// to specify the connections between landmarks. -// -// Example config: -// node { -// calculator: "LandmarksToRenderDataCalculator" -// input_stream: "NORM_LANDMARKS:landmarks" -// output_stream: "RENDER_DATA:render_data" -// options { -// [LandmarksToRenderDataCalculatorOptions.ext] { -// landmark_connections: [0, 1, 1, 2] -// landmark_color { r: 0 g: 255 b: 0 } -// connection_color { r: 0 g: 255 b: 0 } -// thickness: 4.0 -// } -// } -// } -class LandmarksToRenderDataCalculator : public CalculatorBase { - public: - LandmarksToRenderDataCalculator() {} - ~LandmarksToRenderDataCalculator() override {} - LandmarksToRenderDataCalculator(const LandmarksToRenderDataCalculator&) = - delete; - LandmarksToRenderDataCalculator& operator=( - const LandmarksToRenderDataCalculator&) = delete; - - static ::mediapipe::Status GetContract(CalculatorContract* cc); - - ::mediapipe::Status Open(CalculatorContext* cc) override; - - ::mediapipe::Status Process(CalculatorContext* cc) override; - - private: - LandmarksToRenderDataCalculatorOptions options_; - std::vector landmark_connections_; -}; -REGISTER_CALCULATOR(LandmarksToRenderDataCalculator); - ::mediapipe::Status LandmarksToRenderDataCalculator::GetContract( CalculatorContract* cc) { RET_CHECK(cc->Inputs().HasTag(kLandmarksTag) || @@ -354,4 +314,5 @@ REGISTER_CALCULATOR(LandmarksToRenderDataCalculator); return ::mediapipe::OkStatus(); } +REGISTER_CALCULATOR(LandmarksToRenderDataCalculator); } // namespace mediapipe diff --git a/mediapipe/calculators/util/landmarks_to_render_data_calculator.h b/mediapipe/calculators/util/landmarks_to_render_data_calculator.h new file mode 100644 index 000000000..8f45955f4 --- /dev/null +++ b/mediapipe/calculators/util/landmarks_to_render_data_calculator.h @@ -0,0 +1,69 @@ +// Copyright 2020 The MediaPipe Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +#ifndef MEDIAPIPE_CALCULATORS_UTIL_LANDMARKS_TO_RENDER_DATA_CALCULATOR_H_ +#define MEDIAPIPE_CALCULATORS_UTIL_LANDMARKS_TO_RENDER_DATA_CALCULATOR_H_ + +#include "absl/memory/memory.h" +#include "absl/strings/str_cat.h" +#include "absl/strings/str_join.h" +#include "mediapipe/calculators/util/landmarks_to_render_data_calculator.pb.h" +#include "mediapipe/framework/calculator_framework.h" +#include "mediapipe/framework/calculator_options.pb.h" +#include "mediapipe/framework/formats/landmark.pb.h" +#include "mediapipe/framework/formats/location_data.pb.h" +#include "mediapipe/framework/port/ret_check.h" +#include "mediapipe/util/color.pb.h" +#include "mediapipe/util/render_data.pb.h" +namespace mediapipe { + +// A calculator that converts Landmark proto to RenderData proto for +// visualization. The input should be LandmarkList proto. It is also possible +// to specify the connections between landmarks. +// +// Example config: +// node { +// calculator: "LandmarksToRenderDataCalculator" +// input_stream: "NORM_LANDMARKS:landmarks" +// output_stream: "RENDER_DATA:render_data" +// options { +// [LandmarksToRenderDataCalculatorOptions.ext] { +// landmark_connections: [0, 1, 1, 2] +// landmark_color { r: 0 g: 255 b: 0 } +// connection_color { r: 0 g: 255 b: 0 } +// thickness: 4.0 +// } +// } +// } +class LandmarksToRenderDataCalculator : public CalculatorBase { + public: + LandmarksToRenderDataCalculator() {} + ~LandmarksToRenderDataCalculator() override {} + LandmarksToRenderDataCalculator(const LandmarksToRenderDataCalculator&) = + delete; + LandmarksToRenderDataCalculator& operator=( + const LandmarksToRenderDataCalculator&) = delete; + + static ::mediapipe::Status GetContract(CalculatorContract* cc); + + ::mediapipe::Status Open(CalculatorContext* cc) override; + + ::mediapipe::Status Process(CalculatorContext* cc) override; + + protected: + ::mediapipe::LandmarksToRenderDataCalculatorOptions options_; + std::vector landmark_connections_; +}; + +} // namespace mediapipe +#endif // MEDIAPIPE_CALCULATORS_UTIL_LANDMARKS_TO_RENDER_DATA_CALCULATOR_H_ diff --git a/mediapipe/calculators/video/BUILD b/mediapipe/calculators/video/BUILD index 57a500cc5..2930c488a 100644 --- a/mediapipe/calculators/video/BUILD +++ b/mediapipe/calculators/video/BUILD @@ -19,7 +19,7 @@ load( "mediapipe_binary_graph", ) -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/calculators/video/tool/BUILD b/mediapipe/calculators/video/tool/BUILD index 96bc35669..3d3ed2f86 100644 --- a/mediapipe/calculators/video/tool/BUILD +++ b/mediapipe/calculators/video/tool/BUILD @@ -15,7 +15,7 @@ load("//mediapipe/framework/port:build_config.bzl", "mediapipe_cc_proto_library") -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//mediapipe/calculators/video:__subpackages__"]) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/BUILD index 04e660a7d..d0ff4e8cb 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/BUILD +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) # Basic library common across example apps. android_library( diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/MainActivity.java b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/MainActivity.java index aa2ca0783..8a4924756 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/MainActivity.java +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic/MainActivity.java @@ -80,7 +80,7 @@ public class MainActivity extends AppCompatActivity { @Override protected void onCreate(Bundle savedInstanceState) { super.onCreate(savedInstanceState); - setContentView(R.layout.activity_main); + setContentView(getContentViewLayoutResId()); try { applicationInfo = @@ -112,6 +112,12 @@ public class MainActivity extends AppCompatActivity { PermissionHelper.checkAndRequestCameraPermissions(this); } + // Used to obtain the content view for this application. If you are extending this class, and + // have a custom layout, override this method and return the custom layout. + protected int getContentViewLayoutResId() { + return R.layout.activity_main; + } + @Override protected void onResume() { super.onResume(); diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectioncpu/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectioncpu/BUILD index ba12b8133..7536be08b 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectioncpu/BUILD +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectioncpu/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectiongpu/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectiongpu/BUILD index 56f6cd040..46a758ab6 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectiongpu/BUILD +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facedetectiongpu/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facemeshgpu/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facemeshgpu/BUILD index 0146466dd..2de32b36f 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facemeshgpu/BUILD +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/facemeshgpu/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/hairsegmentationgpu/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/hairsegmentationgpu/BUILD index 901576bcf..284dcd9a0 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/hairsegmentationgpu/BUILD +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/hairsegmentationgpu/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handdetectiongpu/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handdetectiongpu/BUILD index 6f0b52369..d7841b6fa 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handdetectiongpu/BUILD +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handdetectiongpu/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handtrackinggpu/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handtrackinggpu/BUILD index e9d6d5155..546ce9aa0 100644 --- a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handtrackinggpu/BUILD +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/handtrackinggpu/BUILD @@ -12,7 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) package(default_visibility = ["//visibility:private"]) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/BUILD new file mode 100644 index 000000000..784221084 --- /dev/null +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/BUILD @@ -0,0 +1,99 @@ +# Copyright 2020 The MediaPipe Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +licenses(["notice"]) + +package(default_visibility = ["//visibility:private"]) + +java_lite_proto_library( + name = "sticker_buffer_java_proto_lite", + deps = ["//mediapipe/graphs/instant_motion_tracking/calculators:sticker_buffer_proto"], +) + +android_library( + name = "instantmotiontracking_lib", + srcs = glob(["*.java"]), + manifest = "//mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic:AndroidManifest.xml", + resource_files = glob([ + "res/layout/**", + "res/drawable/**", + ]), + visibility = ["//visibility:public"], + deps = [ + ":sticker_buffer_java_proto_lite", + "//mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic:basic_lib", + "//mediapipe/java/com/google/mediapipe/components:android_components", + "//mediapipe/java/com/google/mediapipe/framework:android_framework", + "//third_party:androidx_appcompat", + "//third_party:androidx_core", + "//third_party:opencv", + "@maven//:androidx_concurrent_concurrent_futures", + "@maven//:com_github_bumptech_glide_glide", + "@maven//:com_google_guava_guava", + ], +) + +# Include all calculators specific to this project defined by BUILD in graphs +cc_binary( + name = "libmediapipe_jni.so", + linkshared = 1, + linkstatic = 1, + deps = [ + "//mediapipe/graphs/instant_motion_tracking:instant_motion_tracking_deps", + "//mediapipe/java/com/google/mediapipe/framework/jni:mediapipe_framework_jni", + ], +) + +# Converts the .so cc_binary into a cc_library, to be consumed in an android_binary. +cc_library( + name = "mediapipe_jni_lib", + srcs = [":libmediapipe_jni.so"], + alwayslink = 1, +) + +genrule( + name = "asset3d", + srcs = ["//mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets:robot/robot.obj.uuu.zip"], + outs = ["robot/robot.obj.uuu"], + cmd = "unzip -p $< > $@", +) + +android_binary( + name = "instantmotiontracking", + assets = [ + ":asset3d", + "//mediapipe/graphs/instant_motion_tracking:instant_motion_tracking.binarypb", + "//mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets:gif/gif.obj.uuu", + "//mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets:gif/default_gif_texture.jpg", + "//mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets:robot/robot_texture.jpg", + ], + assets_dir = "", + manifest = "//mediapipe/examples/android/src/java/com/google/mediapipe/apps/basic:AndroidManifest.xml", + manifest_values = { + "applicationId": "com.google.mediapipe.apps.instantmotiontracking", + "appName": "Instant Motion Tracking", + "mainActivity": ".MainActivity", + "cameraFacingFront": "False", + "binaryGraphName": "instant_motion_tracking.binarypb", + "inputVideoStreamName": "input_video", + "outputVideoStreamName": "output_video", + "flipFramesVertically": "True", + }, + multidex = "native", + deps = [ + ":instantmotiontracking_lib", + ":mediapipe_jni_lib", + "//mediapipe/java/com/google/mediapipe/framework:android_framework", + ], +) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/GIFEditText.java b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/GIFEditText.java new file mode 100644 index 000000000..1b733ed82 --- /dev/null +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/GIFEditText.java @@ -0,0 +1,103 @@ +// Copyright 2020 Google LLC +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package com.google.mediapipe.apps.instantmotiontracking; + +import android.content.ClipDescription; +import android.content.Context; +import android.net.Uri; +import android.os.Bundle; +import androidx.appcompat.widget.AppCompatEditText; +import android.util.AttributeSet; +import android.util.Log; +import android.view.inputmethod.EditorInfo; +import android.view.inputmethod.InputConnection; +import androidx.core.view.inputmethod.EditorInfoCompat; +import androidx.core.view.inputmethod.InputConnectionCompat; +import androidx.core.view.inputmethod.InputContentInfoCompat; + +// import android.support.v13.view.inputmethod.EditorInfoCompat; +// import android.support.v13.view.inputmethod.InputConnectionCompat; +// import android.support.v13.view.inputmethod.InputContentInfoCompat; + +/** + * This custom EditText implementation uses the existing EditText framework in + * order to develop a GIFEditText input box which is capable of accepting GIF + * animations from the Android system keyboard and return the GIF location with + * a content URI. + */ +public class GIFEditText extends AppCompatEditText { + + private GIFCommitListener gifCommitListener; + + public GIFEditText(Context context) { + super(context); + } + + public GIFEditText(Context context, AttributeSet attrs) { + super(context, attrs); + } + + /** + * onGIFCommit is called once content is pushed to the EditText via the + * Android keyboard. + */ + public interface GIFCommitListener { + void onGIFCommit(Uri contentUri, ClipDescription description); + } + + /** + * Used to set the gifCommitListener for this GIFEditText. + * + * @param gifCommitListener handles response to new content pushed to EditText + */ + public void setGIFCommitListener(GIFCommitListener gifCommitListener) { + this.gifCommitListener = gifCommitListener; + } + + @Override + public InputConnection onCreateInputConnection(EditorInfo editorInfo) { + final InputConnection inputConnection = super.onCreateInputConnection(editorInfo); + EditorInfoCompat.setContentMimeTypes(editorInfo, new String[] {"image/gif"}); + return InputConnectionCompat.createWrapper( + inputConnection, + editorInfo, + new InputConnectionCompat.OnCommitContentListener() { + @Override + public boolean onCommitContent( + final InputContentInfoCompat inputContentInfo, int flags, Bundle opts) { + try { + if (gifCommitListener != null) { + Runnable runnable = + new Runnable() { + @Override + public void run() { + inputContentInfo.requestPermission(); + gifCommitListener.onGIFCommit( + inputContentInfo.getContentUri(), inputContentInfo.getDescription()); + inputContentInfo.releasePermission(); + } + }; + new Thread(runnable).start(); + } + } catch (RuntimeException e) { + Log.e("GIFEditText", "Input connection to GIF selection failed"); + e.printStackTrace(); + return false; + } + return true; + } + }); + } +} diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/MainActivity.java b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/MainActivity.java new file mode 100644 index 000000000..b4c3f46dc --- /dev/null +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/MainActivity.java @@ -0,0 +1,633 @@ +// Copyright 2020 Google LLC +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package com.google.mediapipe.apps.instantmotiontracking; + +import static java.lang.Math.max; + +import android.content.ClipDescription; +import android.content.Context; +import android.content.Intent; +import android.graphics.Bitmap; +import android.graphics.BitmapFactory; +import android.graphics.Color; +import android.graphics.Matrix; +import android.graphics.drawable.Drawable; +import android.hardware.Sensor; +import android.hardware.SensorEvent; +import android.hardware.SensorEventListener; +import android.hardware.SensorManager; +import android.net.Uri; +import android.os.Bundle; +import android.util.Log; +import android.util.Size; +import android.view.MotionEvent; +import android.view.SurfaceHolder; +import android.view.View; +import android.view.ViewGroup; +import android.view.inputmethod.InputMethodManager; +import android.widget.ImageButton; +import android.widget.ImageView; +import android.widget.LinearLayout; +import com.bumptech.glide.Glide; +import com.bumptech.glide.load.resource.gif.GifDrawable; +import com.bumptech.glide.request.target.CustomTarget; +import com.bumptech.glide.request.transition.Transition; +import com.google.mediapipe.components.FrameProcessor; +import com.google.mediapipe.framework.AndroidPacketCreator; +import com.google.mediapipe.framework.Packet; +import java.io.InputStream; +import java.lang.reflect.Field; +import java.util.ArrayList; +import java.util.HashMap; +import java.util.List; +import java.util.Map; + +/** + * This is the MainActivity that handles camera input, IMU sensor data acquisition + * and sticker management for the InstantMotionTracking MediaPipe project. + */ +public class MainActivity extends com.google.mediapipe.apps.basic.MainActivity { + private static final String TAG = "InstantMotionTrackingMainActivity"; + + // Allows for automated packet transmission to graph + private MediaPipePacketManager mediaPipePacketManager; + + private static final int TARGET_CAMERA_WIDTH = 960; + private static final int TARGET_CAMERA_HEIGHT = 1280; + private static final float TARGET_CAMERA_ASPECT_RATIO = + (float) TARGET_CAMERA_WIDTH / (float) TARGET_CAMERA_HEIGHT; + + // Bounds for a single click (sticker anchor reset) + private static final long CLICK_DURATION = 300; // ms + private long clickStartMillis = 0; + private ViewGroup viewGroup; + // Contains dynamic layout of sticker data controller + private LinearLayout buttonLayout; + + private ArrayList stickerArrayList; + // Current sticker being edited by user + private StickerManager currentSticker; + // Trip value used to determine sticker re-anchoring + private static final String STICKER_SENTINEL_TAG = "sticker_sentinel"; + private int stickerSentinel = -1; + + // Define parameters for 'reactivity' of object + private static final float ROTATION_SPEED = 5.0f; + private static final float SCALING_FACTOR = 0.025f; + + // Parameters of device visual field for rendering system + // (68 degrees, 4:3 for Pixel 4) + // TODO : Make acquisition of this information automated + private static final float VERTICAL_FOV_RADIANS = (float) Math.toRadians(68.0); + private static final String FOV_SIDE_PACKET_TAG = "vertical_fov_radians"; + private static final String ASPECT_RATIO_SIDE_PACKET_TAG = "aspect_ratio"; + + private static final String IMU_MATRIX_TAG = "imu_rotation_matrix"; + private static final int SENSOR_SAMPLE_DELAY = SensorManager.SENSOR_DELAY_FASTEST; + private final float[] rotationMatrix = new float[9]; + + private static final String STICKER_PROTO_TAG = "sticker_proto_string"; + // Assets for object rendering + // All animation assets and tags for the first asset (1) + private Bitmap asset3dTexture = null; + private static final String ASSET_3D_TEXTURE = "robot/robot_texture.jpg"; + private static final String ASSET_3D_FILE = "robot/robot.obj.uuu"; + private static final String ASSET_3D_TEXTURE_TAG = "texture_3d"; + private static final String ASSET_3D_TAG = "asset_3d"; + // All GIF animation assets and tags + private GIFEditText editText; + private ArrayList gifBitmaps = new ArrayList<>(); + private int gifCurrentIndex = 0; + private Bitmap defaultGIFTexture = null; // Texture sent if no gif available + // last time the GIF was updated + private long gifLastFrameUpdateMS = System.currentTimeMillis(); + private static final int GIF_FRAME_RATE = 20; // 20 FPS + private static final String GIF_ASPECT_RATIO_TAG = "gif_aspect_ratio"; + private static final String DEFAULT_GIF_TEXTURE = "gif/default_gif_texture.jpg"; + private static final String GIF_FILE = "gif/gif.obj.uuu"; + private static final String GIF_TEXTURE_TAG = "gif_texture"; + private static final String GIF_ASSET_TAG = "gif_asset_name"; + + private int cameraWidth = TARGET_CAMERA_WIDTH; + private int cameraHeight = TARGET_CAMERA_HEIGHT; + + @Override + protected Size cameraTargetResolution() { + // Camera size is in landscape, so here we have (height, width) + return new Size(TARGET_CAMERA_HEIGHT, TARGET_CAMERA_WIDTH); + } + + @Override + protected Size computeViewSize(int width, int height) { + // Try to force aspect ratio of view size to match our target aspect ratio + return new Size(height, (int) (height * TARGET_CAMERA_ASPECT_RATIO)); + } + + @Override + protected void onPreviewDisplaySurfaceChanged( + SurfaceHolder holder, int format, int width, int height) { + super.onPreviewDisplaySurfaceChanged(holder, format, width, height); + boolean isCameraRotated = cameraHelper.isCameraRotated(); + + // cameraImageSize computation logic duplicated from base MainActivity + Size viewSize = computeViewSize(width, height); + Size cameraImageSize = cameraHelper.computeDisplaySizeFromViewSize(viewSize); + cameraWidth = + isCameraRotated ? cameraImageSize.getHeight() : cameraImageSize.getWidth(); + cameraHeight = + isCameraRotated ? cameraImageSize.getWidth() : cameraImageSize.getHeight(); + } + + @Override + protected void onCreate(Bundle savedInstanceState) { + + super.onCreate(savedInstanceState); + + editText = findViewById(R.id.gif_edit_text); + editText.setGIFCommitListener( + new GIFEditText.GIFCommitListener() { + @Override + public void onGIFCommit(Uri contentUri, ClipDescription description) { + // The application must have permission to access the GIF content + grantUriPermission( + "com.google.mediapipe.apps.instantmotiontracking", + contentUri, + Intent.FLAG_GRANT_READ_URI_PERMISSION); + // Set GIF frames from content URI + setGIFBitmaps(contentUri.toString()); + // Close the keyboard upon GIF acquisition + closeKeyboard(); + } + }); + + // Send loaded 3d render assets as side packets to graph + prepareDemoAssets(); + AndroidPacketCreator packetCreator = processor.getPacketCreator(); + + Map inputSidePackets = new HashMap<>(); + inputSidePackets.put(ASSET_3D_TEXTURE_TAG, + packetCreator.createRgbaImageFrame(asset3dTexture)); + inputSidePackets.put(ASSET_3D_TAG, + packetCreator.createString(ASSET_3D_FILE)); + inputSidePackets.put(GIF_ASSET_TAG, + packetCreator.createString(GIF_FILE)); + processor.setInputSidePackets(inputSidePackets); + + // Add frame listener to PacketManagement system + mediaPipePacketManager = new MediaPipePacketManager(); + processor.setOnWillAddFrameListener(mediaPipePacketManager); + + // Send device properties to render objects via OpenGL + Map devicePropertiesSidePackets = new HashMap<>(); + // TODO: Note that if our actual camera stream resolution does not match the + // requested aspect ratio, then we will need to update the value used for + // this packet, or else tracking results will be off. + devicePropertiesSidePackets.put( + ASPECT_RATIO_SIDE_PACKET_TAG, packetCreator.createFloat32(TARGET_CAMERA_ASPECT_RATIO)); + devicePropertiesSidePackets.put( + FOV_SIDE_PACKET_TAG, packetCreator.createFloat32(VERTICAL_FOV_RADIANS)); + processor.setInputSidePackets(devicePropertiesSidePackets); + + // Begin with 0 stickers in dataset + stickerArrayList = new ArrayList<>(); + currentSticker = null; + + SensorManager sensorManager = (SensorManager) getSystemService(SENSOR_SERVICE); + List sensorList = sensorManager.getSensorList(Sensor.TYPE_ROTATION_VECTOR); + sensorManager.registerListener( + new SensorEventListener() { + private final float[] rotMatFromVec = new float[9]; + + @Override + public void onAccuracyChanged(Sensor sensor, int accuracy) {} + // Update procedure on sensor adjustment (phone changes orientation) + + @Override + public void onSensorChanged(SensorEvent event) { + // Get the Rotation Matrix from the Rotation Vector + SensorManager.getRotationMatrixFromVector(rotMatFromVec, event.values); + // AXIS_MINUS_X is used to remap the rotation matrix for left hand + // rules in the MediaPipe graph + SensorManager.remapCoordinateSystem( + rotMatFromVec, SensorManager.AXIS_MINUS_X, SensorManager.AXIS_Y, rotationMatrix); + } + }, + (Sensor) sensorList.get(0), + SENSOR_SAMPLE_DELAY); + + // Mechanisms for zoom, pinch, rotation, tap gestures + buttonLayout = (LinearLayout) findViewById(R.id.button_layout); + viewGroup = findViewById(R.id.preview_display_layout); + viewGroup.setOnTouchListener( + new View.OnTouchListener() { + @Override + public boolean onTouch(View v, MotionEvent event) { + return manageUiTouch(event); + } + }); + refreshUi(); + } + + // Obtain our custom activity_main layout for InstantMotionTracking + @Override + protected int getContentViewLayoutResId() { + return R.layout.instant_motion_tracking_activity_main; + } + + // Manages a touch event in order to perform placement/rotation/scaling gestures + // on virtual sticker objects. + private boolean manageUiTouch(MotionEvent event) { + if (currentSticker != null) { + switch (event.getAction()) { + // Detecting a single click for object re-anchoring + case (MotionEvent.ACTION_DOWN): + clickStartMillis = System.currentTimeMillis(); + break; + case (MotionEvent.ACTION_UP): + if (System.currentTimeMillis() - clickStartMillis <= CLICK_DURATION) { + recordClick(event); + } + break; + case (MotionEvent.ACTION_MOVE): + // Rotation and Scaling are independent events and can occur simulataneously + if (event.getPointerCount() == 2) { + if (event.getHistorySize() > 1) { + // Calculate user scaling of sticker + float newScaleFactor = getNewScaleFactor(event, currentSticker.getScaleFactor()); + currentSticker.setScaleFactor(newScaleFactor); + // calculate rotation (radians) for dynamic y-axis rotations + float rotationIncrement = calculateRotationRadians(event); + currentSticker.setRotation(currentSticker.getRotation() + rotationIncrement); + } + } + break; + default: + // fall out + } + } + return true; + } + + // Returns a float value that is equal to the radians of rotation from a two-finger + // MotionEvent recorded by the OnTouchListener. + private static float calculateRotationRadians(MotionEvent event) { + float tangentA = + (float) Math.atan2(event.getY(1) - event.getY(0), event.getX(1) - event.getX(0)); + float tangentB = + (float) + Math.atan2( + event.getHistoricalY(1, 0) - event.getHistoricalY(0, 0), + event.getHistoricalX(1, 0) - event.getHistoricalX(0, 0)); + float angle = ((float) Math.toDegrees(tangentA - tangentB)) % 360f; + angle += ((angle < -180f) ? +360f : ((angle > 180f) ? -360f : 0.0f)); + float rotationIncrement = (float) (Math.PI * ((angle * ROTATION_SPEED) / 180)); + return rotationIncrement; + } + + // Returns a float value that is equal to the translation distance between + // two-fingers that move in a pinch/spreading direction. + private static float getNewScaleFactor(MotionEvent event, float currentScaleFactor) { + double newDistance = getDistance(event.getX(0), event.getY(0), event.getX(1), event.getY(1)); + double oldDistance = + getDistance( + event.getHistoricalX(0, 0), + event.getHistoricalY(0, 0), + event.getHistoricalX(1, 0), + event.getHistoricalY(1, 0)); + float signFloat = + (newDistance < oldDistance) + ? -SCALING_FACTOR + : SCALING_FACTOR; // Are they moving towards each other? + currentScaleFactor *= (1f + signFloat); + return currentScaleFactor; + } + + // Called if a single touch event is recorded on the screen and used to set the + // new anchor position for the current sticker in focus. + private void recordClick(MotionEvent event) { + // First normalize our click position w.r.t. to the view display + float x = (event.getX() / viewGroup.getWidth()); + float y = (event.getY() / viewGroup.getHeight()); + + // MediaPipe can automatically crop our camera stream when displaying it to + // our surface, which can throw off our touch point calulations. So we need + // to replicate that logic here. See FrameScaleMode::kFillAndCrop usage in + // gl_quad_renderer.cc for more details. + float widthRatio = (float) viewGroup.getWidth() / (float) cameraWidth; + float heightRatio = (float) viewGroup.getHeight() / (float) cameraHeight; + + float maxRatio = max(widthRatio, heightRatio); + widthRatio /= maxRatio; + heightRatio /= maxRatio; + + // Now we scale by the scale factors, and then reposition (since cropping + // is always centered) + x *= widthRatio; + x += 0.5f * (1.0f - widthRatio); + y *= heightRatio; + y += 0.5f * (1.0f - heightRatio); + + // Finally, we can pass our adjusted x and y points to the StickerManager + currentSticker.setAnchorCoordinate(x, y); + stickerSentinel = currentSticker.getstickerId(); + } + + // Provided the X and Y coordinates of two points, the distance between them + // will be returned. + private static double getDistance(double x1, double y1, double x2, double y2) { + return Math.hypot((y2 - y1), (x2 - x1)); + } + + // Called upon each button click, and used to populate the buttonLayout with the + // current sticker data in addition to sticker controls (delete, remove, back). + private void refreshUi() { + if (currentSticker != null) { // No sticker in view + buttonLayout.removeAllViews(); + ImageButton deleteSticker = new ImageButton(this); + setControlButtonDesign(deleteSticker, R.drawable.baseline_clear_24); + deleteSticker.setOnClickListener( + new View.OnClickListener() { + @Override + public void onClick(View v) { + if (currentSticker != null) { + stickerArrayList.remove(currentSticker); + currentSticker = null; + refreshUi(); + } + } + }); + // Go to home sticker menu + ImageButton goBack = new ImageButton(this); + setControlButtonDesign(goBack, R.drawable.baseline_arrow_back_24); + goBack.setOnClickListener( + new View.OnClickListener() { + @Override + public void onClick(View v) { + currentSticker = null; + refreshUi(); + } + }); + // Change sticker to next possible render + ImageButton loopRender = new ImageButton(this); + setControlButtonDesign(loopRender, R.drawable.baseline_loop_24); + loopRender.setOnClickListener( + new View.OnClickListener() { + @Override + public void onClick(View v) { + currentSticker.setRender(currentSticker.getRender().iterate()); + refreshUi(); + } + }); + buttonLayout.addView(deleteSticker); + buttonLayout.addView(goBack); + buttonLayout.addView(loopRender); + + // Add the GIF search option if current sticker is GIF + if (currentSticker.getRender() == StickerManager.Render.GIF) { + ImageButton gifSearch = new ImageButton(this); + setControlButtonDesign(gifSearch, R.drawable.baseline_search_24); + gifSearch.setOnClickListener( + new View.OnClickListener() { + @Override + public void onClick(View v) { + // Clear the text field to prevent text artifacts in GIF selection + editText.setText(""); + // Open the Keyboard to allow user input + openKeyboard(); + } + }); + buttonLayout.addView(gifSearch); + } + } else { + buttonLayout.removeAllViews(); + // Display stickers + for (final StickerManager sticker : stickerArrayList) { + final ImageButton stickerButton = new ImageButton(this); + stickerButton.setOnClickListener( + new View.OnClickListener() { + @Override + public void onClick(View v) { + currentSticker = sticker; + refreshUi(); + } + }); + if (sticker.getRender() == StickerManager.Render.GIF) { + setControlButtonDesign(stickerButton, R.drawable.asset_gif_preview); + } else if (sticker.getRender() == StickerManager.Render.ASSET_3D) { + setStickerButtonDesign(stickerButton, R.drawable.asset_3d_preview); + } + + buttonLayout.addView(stickerButton); + } + ImageButton addSticker = new ImageButton(this); + setControlButtonDesign(addSticker, R.drawable.baseline_add_24); + addSticker.setOnClickListener( + new View.OnClickListener() { + @Override + public void onClick(View v) { + StickerManager newSticker = new StickerManager(); + stickerArrayList.add(newSticker); + currentSticker = newSticker; + refreshUi(); + } + }); + ImageButton clearStickers = new ImageButton(this); + setControlButtonDesign(clearStickers, R.drawable.baseline_clear_all_24); + clearStickers.setOnClickListener( + new View.OnClickListener() { + @Override + public void onClick(View v) { + stickerArrayList.clear(); + refreshUi(); + } + }); + + buttonLayout.addView(addSticker); + buttonLayout.addView(clearStickers); + } + } + + // Sets ImageButton UI for Control Buttons. + private void setControlButtonDesign(ImageButton btn, int imageDrawable) { + // btn.setImageDrawable(getResources().getDrawable(imageDrawable)); + btn.setImageDrawable(getDrawable(imageDrawable)); + btn.setBackgroundColor(Color.parseColor("#00ffffff")); + btn.setColorFilter(Color.parseColor("#0494a4")); + btn.setLayoutParams(new LinearLayout.LayoutParams(200, 200)); + btn.setPadding(25, 25, 25, 25); + btn.setScaleType(ImageView.ScaleType.FIT_XY); + } + + // Sets ImageButton UI for Sticker Buttons. + private void setStickerButtonDesign(ImageButton btn, int imageDrawable) { + btn.setImageDrawable(getDrawable(imageDrawable)); + btn.setBackground(getDrawable(R.drawable.circle_button)); + btn.setLayoutParams(new LinearLayout.LayoutParams(250, 250)); + btn.setPadding(25, 25, 25, 25); + btn.setScaleType(ImageView.ScaleType.CENTER_INSIDE); + } + + // Used to set ArrayList of Bitmap frames + private void setGIFBitmaps(String gifUrl) { + gifBitmaps = new ArrayList<>(); // Empty the bitmap array + Glide.with(this) + .asGif() + .load(gifUrl) + .into( + new CustomTarget() { + @Override + public void onLoadCleared(Drawable placeholder) {} + + @Override + public void onResourceReady( + GifDrawable resource, Transition transition) { + try { + Object startConstant = resource.getConstantState(); + Field frameManager = startConstant.getClass().getDeclaredField("frameLoader"); + frameManager.setAccessible(true); + Object frameLoader = frameManager.get(startConstant); + Field decoder = frameLoader.getClass().getDeclaredField("gifDecoder"); + decoder.setAccessible(true); + + Object frameObject = (decoder.get(frameLoader)); + for (int i = 0; i < resource.getFrameCount(); i++) { + frameObject.getClass().getMethod("advance").invoke(frameObject); + Bitmap bmp = + (Bitmap) + frameObject.getClass().getMethod("getNextFrame").invoke(frameObject); + gifBitmaps.add(flipHorizontal(bmp)); + } + } catch (Exception e) { + Log.e(TAG, "", e); + } + } + }); + } + + // Bitmaps must be flipped due to native acquisition of frames from Android OS + private static Bitmap flipHorizontal(Bitmap bmp) { + Matrix matrix = new Matrix(); + // Flip Bitmap frames horizontally + matrix.preScale(-1.0f, 1.0f); + return Bitmap.createBitmap(bmp, 0, 0, bmp.getWidth(), bmp.getHeight(), matrix, true); + } + + // Function that is continuously called in order to time GIF frame updates + private void updateGIFFrame() { + long millisPerFrame = 1000 / GIF_FRAME_RATE; + if (System.currentTimeMillis() - gifLastFrameUpdateMS >= millisPerFrame) { + // Update GIF timestamp + gifLastFrameUpdateMS = System.currentTimeMillis(); + // Cycle through every possible frame and avoid a divide by 0 + gifCurrentIndex = gifBitmaps.isEmpty() ? 1 : (gifCurrentIndex + 1) % gifBitmaps.size(); + } + } + + // Called once to popup the Keyboard via Android OS with focus set to editText + private void openKeyboard() { + editText.requestFocus(); + InputMethodManager imm = (InputMethodManager) getSystemService(Context.INPUT_METHOD_SERVICE); + imm.showSoftInput(editText, InputMethodManager.SHOW_IMPLICIT); + } + + // Called once to close the Keyboard via Android OS + private void closeKeyboard() { + View view = this.getCurrentFocus(); + if (view != null) { + InputMethodManager imm = (InputMethodManager) getSystemService(Context.INPUT_METHOD_SERVICE); + imm.hideSoftInputFromWindow(view.getWindowToken(), 0); + } + } + + private void prepareDemoAssets() { + // We render from raw data with openGL, so disable decoding preprocessing + BitmapFactory.Options decodeOptions = new BitmapFactory.Options(); + decodeOptions.inScaled = false; + decodeOptions.inDither = false; + decodeOptions.inPremultiplied = false; + + try { + InputStream inputStream = getAssets().open(DEFAULT_GIF_TEXTURE); + defaultGIFTexture = + flipHorizontal( + BitmapFactory.decodeStream(inputStream, null /*outPadding*/, decodeOptions)); + inputStream.close(); + } catch (Exception e) { + Log.e(TAG, "Error parsing object texture; error: ", e); + throw new IllegalStateException(e); + } + + try { + InputStream inputStream = getAssets().open(ASSET_3D_TEXTURE); + asset3dTexture = BitmapFactory.decodeStream(inputStream, null /*outPadding*/, decodeOptions); + inputStream.close(); + } catch (Exception e) { + Log.e(TAG, "Error parsing object texture; error: ", e); + throw new IllegalStateException(e); + } + } + + private class MediaPipePacketManager implements FrameProcessor.OnWillAddFrameListener { + @Override + public void onWillAddFrame(long timestamp) { + // set current GIF bitmap as default texture + Bitmap currentGIFBitmap = defaultGIFTexture; + // If current index is in bounds, display current frame + if (gifCurrentIndex <= gifBitmaps.size() - 1) { + currentGIFBitmap = gifBitmaps.get(gifCurrentIndex); + } + // Update to next GIF frame based on timing and frame rate + updateGIFFrame(); + + // Calculate and set the aspect ratio of the GIF + float gifAspectRatio = + (float) currentGIFBitmap.getWidth() / (float) currentGIFBitmap.getHeight(); + + Packet stickerSentinelPacket = processor.getPacketCreator().createInt32(stickerSentinel); + // Sticker sentinel value must be reset for next graph iteration + stickerSentinel = -1; + // Initialize sticker data protobufferpacket information + Packet stickerProtoDataPacket = + processor + .getPacketCreator() + .createSerializedProto(StickerManager.getMessageLiteData(stickerArrayList)); + // Define and set the IMU sensory information float array + Packet imuDataPacket = processor.getPacketCreator().createFloat32Array(rotationMatrix); + // Communicate GIF textures (dynamic texturing) to graph + Packet gifTexturePacket = processor.getPacketCreator().createRgbaImageFrame(currentGIFBitmap); + Packet gifAspectRatioPacket = processor.getPacketCreator().createFloat32(gifAspectRatio); + processor + .getGraph() + .addConsumablePacketToInputStream(STICKER_SENTINEL_TAG, stickerSentinelPacket, timestamp); + processor + .getGraph() + .addConsumablePacketToInputStream(STICKER_PROTO_TAG, stickerProtoDataPacket, timestamp); + processor + .getGraph() + .addConsumablePacketToInputStream(IMU_MATRIX_TAG, imuDataPacket, timestamp); + processor + .getGraph() + .addConsumablePacketToInputStream(GIF_TEXTURE_TAG, gifTexturePacket, timestamp); + processor + .getGraph() + .addConsumablePacketToInputStream(GIF_ASPECT_RATIO_TAG, gifAspectRatioPacket, timestamp); + stickerSentinelPacket.release(); + stickerProtoDataPacket.release(); + imuDataPacket.release(); + gifTexturePacket.release(); + gifAspectRatioPacket.release(); + } + } +} diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/StickerManager.java b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/StickerManager.java new file mode 100644 index 000000000..e6da53624 --- /dev/null +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/StickerManager.java @@ -0,0 +1,191 @@ +// Copyright 2020 Google LLC +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package com.google.mediapipe.apps.instantmotiontracking; + +import com.google.mediapipe.graphs.instantmotiontracking.StickerBufferProto.Sticker; +import com.google.mediapipe.graphs.instantmotiontracking.StickerBufferProto.StickerRoll; +import java.util.ArrayList; + +/** + * This class represents a single sticker object placed in the + * instantmotiontracking system. StickerManagers represent a unique object to render + * and manipulate in an AR scene. + *

    A sticker has a sticker_id (a unique integer identifying a sticker object + * to render), x and y normalized anchor coordinates [0.0-1.0], user inputs for + * rotation in radians, scaling, and a renderID (another unique integer which + * determines what object model to render for this unique sticker). + */ +public class StickerManager { + + /** All types of possible objects to render for our application. */ + public enum Render { + // Every possible render for a sticker object + GIF, + ASSET_3D; + + /** + * Once called, will set the value of the current render to the next + * possible Render available. If all possible Renders have been iterated + * through, the function will loop and set to the first available Render. + */ + public Render iterate() { + int newEnumIdx = (this.ordinal() + 1) % Render.values().length; + return Render.values()[newEnumIdx]; + } + } + + // Current render of the sticker object + private Render currentRender; + + // Normalized X and Y coordinates of anchor + // (0,0) lies at top-left corner of screen + // (1.0,1.0) lies at bottom-right corner of screen + private float anchorX; + private float anchorY; + + // Rotation in radians from user + private float userRotation = 0f; + // Scaling factor as defined by user (defaults to 1.0) + private float userScalingFactor = 1f; + + // Unique sticker integer ID + private final int stickerId; + + // Used to determine next stickerId + private static int globalIDLimit = 1; + + /** + * Used to create a StickerManager object with a newly generated stickerId and a + * default Render of the first possible render in our Render enum. + */ + public StickerManager() { + // Every sticker will have a default render of the first 3D asset + this.currentRender = Render.values()[1]; + // StickerManager will render out of view by default + this.setAnchorCoordinate(2.0f, 2.0f); + // Set the global sticker ID limit for the next sticker + stickerId = StickerManager.globalIDLimit++; + } + + /** + * Used to create a StickerManager object with a newly generated stickerId. + * + * @param render initial Render of the new StickerManager object + */ + public StickerManager(Render render) { + this.currentRender = render; + // StickerManager will render out of view by default + this.setAnchorCoordinate(2.0f, 2.0f); + // Set the global sticker ID limit for the next sticker + stickerId = StickerManager.globalIDLimit++; + } + + /** + * Used to get the sticker ID of the object. + * + * @return integer of the unique sticker ID + */ + public int getstickerId() { + return this.stickerId; + } + + /** + * Used to update or reset the anchor positions in normalized [0.0-1.0] + * coordinate space for the sticker object. + * + * @param normalizedX normalized X coordinate for the new anchor position + * @param normalizedY normalized Y coordinate for the new anchor position + */ + public void setAnchorCoordinate(float normalizedX, float normalizedY) { + this.anchorX = normalizedX; + this.anchorY = normalizedY; + } + + /** Returns the normalized X anchor coordinate of the sticker object. */ + public float getAnchorX() { + return anchorX; + } + + /** Returns the normalized Y anchor coordinate of the sticker object. */ + public float getAnchorY() { + return anchorY; + } + + /** Returns current asset to be rendered for this sticker object. */ + public Render getRender() { + return currentRender; + } + + /** Set render for this sticker object */ + public void setRender(Render render) { + this.currentRender = render; + } + + /** + * Sets new user value of rotation radians. This rotation is not cumulative, + * and must be set to an absolute value of rotation applied to the object. + * + * @param radians specified radians to rotate the sticker object by + */ + public void setRotation(float radians) { + this.userRotation = radians; + } + + /** Returns current user radian rotation setting. */ + public float getRotation() { + return this.userRotation; + } + + /** + * Sets new user scale factor. This factor will be proportional to the scale + * of the sticker object. + * + * @param scaling scale factor to be applied + */ + public void setScaleFactor(float scaling) { + this.userScalingFactor = scaling; + } + + /** Returns current user scale factor setting. */ + public float getScaleFactor() { + return this.userScalingFactor; + } + + /** + * This method converts an ArrayList of stickers to a MessageLite object + * which can be passed directly to the MediaPipe graph. + * + * @param stickerArrayList ArrayList of StickerManager objects to convert to data string + * @return MessageLite protobuffer of all sticker data + */ + public static StickerRoll getMessageLiteData( + ArrayList stickerArrayList) { + StickerRoll.Builder stickerRollBuilder + = StickerRoll.newBuilder(); + for (final StickerManager sticker : stickerArrayList) { + Sticker protoSticker = + Sticker.newBuilder() + .setId(sticker.getstickerId()) + .setX(sticker.getAnchorX()) + .setY(sticker.getAnchorY()) + .setRotation(sticker.getRotation()) + .setScale(sticker.getScaleFactor()) + .setRenderId(sticker.getRender().ordinal()) + .build(); + stickerRollBuilder.addSticker(protoSticker); + } + return stickerRollBuilder.build(); + } +} diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets/BUILD b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets/BUILD new file mode 100644 index 000000000..e60b04c30 --- /dev/null +++ b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets/BUILD @@ -0,0 +1,21 @@ +# Copyright 2020 Google LLC +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +licenses(["notice"]) + +package(default_visibility = ["//visibility:public"]) + +exports_files( + srcs = glob(["**"]), +) diff --git a/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets/gif/default_gif_texture.jpg b/mediapipe/examples/android/src/java/com/google/mediapipe/apps/instantmotiontracking/assets/gif/default_gif_texture.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27e86f96e5666ef3ec2871b795a77dbe26bf2461 GIT binary patch literal 25669 zcmbq)byOVDv*zFyG)Qn80)qxffZzipFhg)3+!Abn!8H&F7Th7YLvWkHNrFp&;7%AM zxVvTfy|?F`{dae(tNYaHue;7Y)qQW@TlMw7*?)fkWYD*ew*U+b48VUjz`s?1?i(-L z_W*#33V<5`0N?|#G3Wp|kJcj!kj9|@ANwr^7Xa(O&SL@qm{0$={hzD;TmEDH&;D-# zAP>O7!p6qN!g)O4;NalmJ;BF&6jCB0f+ysp6cps7Uc z%>0yw4amj>WME=u`i~Qg$6N7m@ksFTNth_fDVhGS<==MzIX(s$LkA0k4S-3Gfklq- zuN%Pl*i=kRtj93?kKp0s;9_E76Z{8OBm-bzVPjxoV`1arV&h=p05BdQ01hrW9tA7@ zQ$a8#n+BDTIf9y9PV-ZI0)e)LOI|IF@XMfQKzXg-9Kk;nT=VOXA00h=jP!qk{eQ@R zygnjyHjiBE|5Fvo6r3=G5o5>9d7 zA3gP8A~{MqWPkSssMgf0@)NAK?61m`FD!APw4?eEqWqFV4gZ**v@7MkS&t9TW%Fl_ z+oZbBG8`XJ@@Dswdx2y*)&AM%ifz^wmFUb{Ukk>p3}d7VES(tXD}vSyq;80XH!;jI zemdKS?PVNtx}csHuzblV`pbUxS%OmD7Wz&#*_}lMx61}XPrttd;e21|89l7ydGM_3 zBr2V3U++pNzZL=0X=nhl;Eg3nA1McN`CLF7cNbZ5h?yApGwb02tWCxp-8DkT<|xh4 zw6jzIBNz~e`L=h`bEO7P(U3Wulu*d|3Ey5deLr*ioA3q#glQDn4n+}mND&0cg{f7W zm$%~oZO%#`k9ol>fr)_aXj3?{cHAeu`8mi7Q#Ti-vqM=hSxH`ha${rE7baFZYE>dg(h+_wR1@|0}o#2Gl@z{tgl@8e@LOv9EI3wE+d=flp`Xh3fqzo zp+LWTab^%Ug|FUMHLT@@qh0#c-_B-2+C}|=Tig0(Ep+g1p0R|=gv6@(=~25jCawy- zh-IdOt6q91_W>7ak|#E`8vg)=Rxg9%Z_DtPM{`v#^VCa~o zZrggF)p?e0(5hUgl)9#Py?$!2!^o{A%0$&LMwr6y{l-hf(=0vt2tu_zfG@MF2;v+Ei8Vox`qh0Jr%C)wtx9itRGOOfiB+}@CvERI^ms>qy?fXp@$o6axQ&+9T z;U9p?%XmHWVgUDHX3is0VY;hADT5_hZ0<}`J+NS9p}e?aL^+}$M3QpdYw>!|h=ZGc zuW8qoOF0(mI)uTJl^s`meU_MKu!oUh%IIa=i>Oi=X6Rc^rWrcz?jpaSY^0IrLWrw# zK?s2Uq#w~i9eQ`JJ_b| zkSa}4EAo}Dxl$D7A+}a4t}?kdELO% zECL)^tQzX9IFi1CTXDg+m2JlELk#ws)xtwu2Fy24h=~K1OGK|pi}ZQ(*PK80`G

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