From 2f86a459b6f255018536a6d7b708e352bbc65d0c Mon Sep 17 00:00:00 2001 From: MediaPipe Team Date: Wed, 5 Aug 2020 01:34:32 -0400 Subject: [PATCH] Project import generated by Copybara. GitOrigin-RevId: 5b23708185311ae39a8605b0c2eff721e7b4939f --- BUILD => BUILD.bazel | 2 +- README.md | 17 +- docs/framework_concepts/calculators.md | 6 +- docs/getting_started/building_examples.md | 20 +- .../mobile/iris_tracking_android_gpu.gif | Bin 0 -> 3524719 bytes .../iris_tracking_android_gpu_small.gif | Bin 0 -> 1043898 bytes .../mobile/iris_tracking_depth_from_iris.gif | Bin 0 -> 10753628 bytes docs/images/mobile/iris_tracking_example.gif | Bin 0 -> 1847318 bytes .../iris_tracking_eye_and_iris_landmarks.png | Bin 0 -> 185834 bytes docs/index.md | 17 +- docs/solutions/autoflip.md | 2 +- docs/solutions/box_tracking.md | 2 +- docs/solutions/face_mesh.md | 6 +- docs/solutions/hair_segmentation.md | 2 +- docs/solutions/hands.md | 2 +- docs/solutions/iris.md | 204 +++++++++++ docs/solutions/knift.md | 2 +- docs/solutions/media_sequence.md | 2 +- docs/solutions/object_detection.md | 10 +- docs/solutions/objectron.md | 2 +- docs/solutions/solutions.md | 3 +- docs/solutions/youtube_8m.md | 2 +- .../Configs/MediaPipe.tulsigen | 5 + .../MediaPipe.tulsiproj/project.tulsiconf | 1 + mediapipe/calculators/core/BUILD | 31 ++ ...ate_normalized_landmark_list_calculator.cc | 84 +++++ ...ormalized_landmark_list_calculator_test.cc | 184 ++++++++++ mediapipe/calculators/image/BUILD | 31 ++ .../image/image_file_properties_calculator.cc | 195 +++++++++++ .../image_file_properties_calculator_test.cc | 134 ++++++++ .../util/annotation_overlay_calculator.cc | 24 +- .../util/annotation_overlay_calculator.proto | 2 - mediapipe/calculators/video/BUILD | 1 + .../video/box_tracker_calculator.cc | 13 + .../mediapipe/apps/iristrackinggpu/BUILD | 62 ++++ .../apps/iristrackinggpu/MainActivity.java | 40 +++ .../calculators/content_zooming_calculator.cc | 53 ++- .../content_zooming_calculator.proto | 7 + .../content_zooming_calculator_test.cc | 39 +++ .../examples/desktop/iris_tracking/BUILD | 60 ++++ .../iris_depth_from_image_desktop.cc | 162 +++++++++ .../Base.lproj/Main.storyboard | 12 +- .../Base.lproj/Main.storyboard | 18 +- .../ios/facedetectioncpu/ViewController.mm | 4 +- .../Base.lproj/Main.storyboard | 12 +- .../ios/facedetectiongpu/ViewController.mm | 4 +- .../facemeshgpu/Base.lproj/Main.storyboard | 12 +- .../ios/facemeshgpu/ViewController.mm | 4 +- .../Base.lproj/Main.storyboard | 12 +- .../ios/handdetectiongpu/ViewController.mm | 4 +- .../Base.lproj/Main.storyboard | 12 +- .../ios/handtrackinggpu/ViewController.mm | 4 +- .../ios/iristrackinggpu/AppDelegate.h | 21 ++ .../ios/iristrackinggpu/AppDelegate.m | 59 ++++ .../AppIcon.appiconset/Contents.json | 99 ++++++ .../Assets.xcassets/Contents.json | 7 + mediapipe/examples/ios/iristrackinggpu/BUILD | 87 +++++ .../Base.lproj/LaunchScreen.storyboard | 25 ++ .../Base.lproj/Main.storyboard | 49 +++ .../examples/ios/iristrackinggpu/Info.plist | 42 +++ .../ios/iristrackinggpu/ViewController.h | 19 ++ .../ios/iristrackinggpu/ViewController.mm | 216 ++++++++++++ mediapipe/examples/ios/iristrackinggpu/main.m | 22 ++ .../Base.lproj/Main.storyboard | 12 +- .../multihandtrackinggpu/ViewController.mm | 4 +- .../Base.lproj/Main.storyboard | 30 +- .../Base.lproj/Main.storyboard | 12 +- mediapipe/framework/calculator_graph.cc | 2 +- mediapipe/framework/calculator_node.cc | 29 +- mediapipe/framework/calculator_node_test.cc | 4 +- mediapipe/framework/formats/BUILD | 6 + .../formats/image_file_properties.proto | 30 ++ mediapipe/framework/input_stream_handler.h | 3 + mediapipe/framework/port/BUILD | 2 +- .../immediate_input_stream_handler.cc | 8 + .../sync_set_input_stream_handler.cc | 8 + mediapipe/gpu/gpu_shared_data_internal.cc | 37 +- mediapipe/gpu/gpu_shared_data_internal.h | 6 +- mediapipe/graphs/iris_tracking/BUILD | 82 +++++ .../graphs/iris_tracking/calculators/BUILD | 92 +++++ .../calculators/iris_to_depth_calculator.cc | 245 ++++++++++++++ .../iris_to_depth_calculator.proto | 39 +++ .../iris_to_render_data_calculator.cc | 318 ++++++++++++++++++ .../iris_to_render_data_calculator.proto | 62 ++++ .../graphs/iris_tracking/iris_depth_cpu.pbtxt | 144 ++++++++ .../iris_tracking/iris_tracking_cpu.pbtxt | 118 +++++++ .../iris_tracking_cpu_video_input.pbtxt | 138 ++++++++ .../iris_tracking/iris_tracking_gpu.pbtxt | 140 ++++++++ .../graphs/iris_tracking/subgraphs/BUILD | 68 ++++ .../iris_and_depth_renderer_cpu.pbtxt | 259 ++++++++++++++ .../iris_and_depth_renderer_gpu.pbtxt | 263 +++++++++++++++ .../subgraphs/iris_renderer_cpu.pbtxt | 245 ++++++++++++++ .../java/com/google/mediapipe/framework/BUILD | 5 +- .../framework/jni/register_natives.cc | 3 + mediapipe/models/iris_landmark.tflite | Bin 0 -> 2640568 bytes mediapipe/modules/README.md | 1 + .../face_detection_front_cpu.pbtxt | 1 + .../face_landmark/face_landmark_cpu.pbtxt | 1 + mediapipe/modules/iris_landmark/BUILD | 103 ++++++ mediapipe/modules/iris_landmark/README.md | 8 + .../iris_landmark/iris_landmark.tflite | Bin 0 -> 2640568 bytes .../iris_landmark/iris_landmark_cpu.pbtxt | 156 +++++++++ .../iris_landmark/iris_landmark_gpu.pbtxt | 162 +++++++++ .../iris_landmark_landmarks_to_roi.pbtxt | 50 +++ .../iris_landmark_left_and_right_cpu.pbtxt | 120 +++++++ .../iris_landmark_left_and_right_gpu.pbtxt | 120 +++++++ mediapipe/util/annotation_renderer.cc | 117 ++++--- mediapipe/util/annotation_renderer.h | 9 + mediapipe/util/tracking/BUILD | 1 + mediapipe/util/tracking/flow_packager.cc | 3 + mediapipe/util/tracking/flow_packager.proto | 5 + mediapipe/util/tracking/region_flow.proto | 11 +- .../util/tracking/region_flow_computation.cc | 17 + mediapipe/util/tracking/tracking.cc | 16 +- mediapipe/util/tracking/tracking.h | 5 + 115 files changed, 5242 insertions(+), 251 deletions(-) rename BUILD => BUILD.bazel (94%) create mode 100644 docs/images/mobile/iris_tracking_android_gpu.gif create mode 100644 docs/images/mobile/iris_tracking_android_gpu_small.gif create mode 100644 docs/images/mobile/iris_tracking_depth_from_iris.gif create mode 100644 docs/images/mobile/iris_tracking_example.gif create mode 100644 docs/images/mobile/iris_tracking_eye_and_iris_landmarks.png create mode 100644 docs/solutions/iris.md create mode 100644 mediapipe/calculators/core/concatenate_normalized_landmark_list_calculator.cc create mode 100644 mediapipe/calculators/core/concatenate_normalized_landmark_list_calculator_test.cc create mode 100644 mediapipe/calculators/image/image_file_properties_calculator.cc create mode 100644 mediapipe/calculators/image/image_file_properties_calculator_test.cc create mode 100644 mediapipe/examples/android/src/java/com/google/mediapipe/apps/iristrackinggpu/BUILD create mode 100644 mediapipe/examples/android/src/java/com/google/mediapipe/apps/iristrackinggpu/MainActivity.java create mode 100644 mediapipe/examples/desktop/iris_tracking/BUILD create mode 100644 mediapipe/examples/desktop/iris_tracking/iris_depth_from_image_desktop.cc create mode 100644 mediapipe/examples/ios/iristrackinggpu/AppDelegate.h create mode 100644 mediapipe/examples/ios/iristrackinggpu/AppDelegate.m create mode 100644 mediapipe/examples/ios/iristrackinggpu/Assets.xcassets/AppIcon.appiconset/Contents.json create mode 100644 mediapipe/examples/ios/iristrackinggpu/Assets.xcassets/Contents.json create mode 100644 mediapipe/examples/ios/iristrackinggpu/BUILD create mode 100644 mediapipe/examples/ios/iristrackinggpu/Base.lproj/LaunchScreen.storyboard create mode 100644 mediapipe/examples/ios/iristrackinggpu/Base.lproj/Main.storyboard create mode 100644 mediapipe/examples/ios/iristrackinggpu/Info.plist create mode 100644 mediapipe/examples/ios/iristrackinggpu/ViewController.h create mode 100644 mediapipe/examples/ios/iristrackinggpu/ViewController.mm create mode 100644 mediapipe/examples/ios/iristrackinggpu/main.m create mode 100644 mediapipe/framework/formats/image_file_properties.proto create mode 100644 mediapipe/graphs/iris_tracking/BUILD create mode 100644 mediapipe/graphs/iris_tracking/calculators/BUILD create mode 100644 mediapipe/graphs/iris_tracking/calculators/iris_to_depth_calculator.cc create mode 100644 mediapipe/graphs/iris_tracking/calculators/iris_to_depth_calculator.proto create mode 100644 mediapipe/graphs/iris_tracking/calculators/iris_to_render_data_calculator.cc create mode 100644 mediapipe/graphs/iris_tracking/calculators/iris_to_render_data_calculator.proto create mode 100644 mediapipe/graphs/iris_tracking/iris_depth_cpu.pbtxt create mode 100644 mediapipe/graphs/iris_tracking/iris_tracking_cpu.pbtxt create mode 100644 mediapipe/graphs/iris_tracking/iris_tracking_cpu_video_input.pbtxt create mode 100644 mediapipe/graphs/iris_tracking/iris_tracking_gpu.pbtxt create mode 100644 mediapipe/graphs/iris_tracking/subgraphs/BUILD create mode 100644 mediapipe/graphs/iris_tracking/subgraphs/iris_and_depth_renderer_cpu.pbtxt create mode 100644 mediapipe/graphs/iris_tracking/subgraphs/iris_and_depth_renderer_gpu.pbtxt create mode 100644 mediapipe/graphs/iris_tracking/subgraphs/iris_renderer_cpu.pbtxt create mode 100644 mediapipe/models/iris_landmark.tflite create mode 100644 mediapipe/modules/iris_landmark/BUILD create mode 100644 mediapipe/modules/iris_landmark/README.md create mode 100755 mediapipe/modules/iris_landmark/iris_landmark.tflite create mode 100644 mediapipe/modules/iris_landmark/iris_landmark_cpu.pbtxt create mode 100644 mediapipe/modules/iris_landmark/iris_landmark_gpu.pbtxt create mode 100644 mediapipe/modules/iris_landmark/iris_landmark_landmarks_to_roi.pbtxt create mode 100644 mediapipe/modules/iris_landmark/iris_landmark_left_and_right_cpu.pbtxt create mode 100644 mediapipe/modules/iris_landmark/iris_landmark_left_and_right_gpu.pbtxt diff --git a/BUILD b/BUILD.bazel similarity index 94% rename from BUILD rename to BUILD.bazel index f225f24e3..1973f98af 100644 --- a/BUILD +++ b/BUILD.bazel @@ -12,6 +12,6 @@ # See the License for the specific language governing permissions and # limitations under the License. -licenses(["notice"]) # Apache 2.0 +licenses(["notice"]) exports_files(["LICENSE"]) diff --git a/README.md b/README.md index 0a96c42c8..cef6213dd 100644 --- a/README.md +++ b/README.md @@ -22,13 +22,13 @@ desktop/cloud, web and IoT devices. ## ML solutions in MediaPipe -Face Detection | Face Mesh | Hands | 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) | [![hand](docs/images/mobile/hand_tracking_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hands) | [![hair_segmentation](docs/images/mobile/hair_segmentation_android_gpu_small.gif)](https://google.github.io/mediapipe/solutions/hair_segmentation) +Face Detection | Face Mesh | Iris | Hands +:----------------------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------------: | :-------------------------------------------------------------------------------------------------------: | :---: +[![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) -Object Detection | Box 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) | [![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) +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) @@ -37,6 +37,7 @@ Object Detection :---------------------------------------------------------------------------- | :-----: | :-: | :-----: | :-: | :---: [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) | ✅ | ✅ | ✅ | ✅ | [Hair Segmentation](https://google.github.io/mediapipe/solutions/hair_segmentation) | ✅ | | ✅ | ✅ | [Object Detection](https://google.github.io/mediapipe/solutions/object_detection) | ✅ | ✅ | ✅ | | ✅ @@ -63,6 +64,8 @@ never leaves your device. ![visualizer_runner](docs/images/visualizer_runner.png) * [MediaPipe Face Detection](https://viz.mediapipe.dev/demo/face_detection) +* [MediaPipe Iris](https://viz.mediapipe.dev/demo/iris_tracking) +* [MediaPipe Iris: Depth-from-Iris](https://viz.mediapipe.dev/demo/iris_depth) * [MediaPipe Hands](https://viz.mediapipe.dev/demo/hand_tracking) * [MediaPipe Hands (palm/hand detection only)](https://viz.mediapipe.dev/demo/hand_detection) * [MediaPipe Hair Segmentation](https://viz.mediapipe.dev/demo/hair_segmentation) @@ -83,6 +86,8 @@ run code search using ## Publications +* [MediaPipe Iris: Real-time Eye Tracking and Depth Estimation from a Single + Image](https://mediapipe.page.link/iris-blog) in Google AI Blog * [MediaPipe KNIFT: Template-based feature matching](https://developers.googleblog.com/2020/04/mediapipe-knift-template-based-feature-matching.html) in Google Developers Blog * [Alfred Camera: Smart camera features using MediaPipe](https://developers.googleblog.com/2020/03/alfred-camera-smart-camera-features-using-mediapipe.html) diff --git a/docs/framework_concepts/calculators.md b/docs/framework_concepts/calculators.md index 116f17d3b..6c7657bfd 100644 --- a/docs/framework_concepts/calculators.md +++ b/docs/framework_concepts/calculators.md @@ -405,8 +405,4 @@ packets (bottom) based on its series of input packets (top). | ![Graph using | : PacketClonerCalculator](../images/packet_cloner_calculator.png) : | :--------------------------------------------------------------------------: | -| *Each time it receives a packet on its TICK input stream, the | -: PacketClonerCalculator outputs the most recent packet from each of its input : -: streams. The sequence of output packets (bottom) is determined by the : -: sequence of input packets (top) and their timestamps. The timestamps are : -: shown along the right side of the diagram.* : +| *Each time it receives a packet on its TICK input stream, the PacketClonerCalculator outputs the most recent packet from each of its input streams. The sequence of output packets (bottom) is determined by the sequence of input packets (top) and their timestamps. The timestamps are shown along the right side of the diagram.* | diff --git a/docs/getting_started/building_examples.md b/docs/getting_started/building_examples.md index 089a1fefe..be50f9bc2 100644 --- a/docs/getting_started/building_examples.md +++ b/docs/getting_started/building_examples.md @@ -280,16 +280,16 @@ are two options: 2. In the project navigator in the left sidebar, select the "Mediapipe" project. -3. Select the "Signing & Capabilities" tab. +3. Select one of the application targets, e.g. HandTrackingGpuApp. -4. Select one of the application targets, e.g. HandTrackingGpuApp. +4. Select the "Signing & Capabilities" tab. 5. Check "Automatically manage signing", and confirm the dialog box. 6. Select "_Your Name_ (Personal Team)" in the Team pop-up menu. 7. This set-up needs to be done once for each application you want to install. - Repeat steps 4-6 as needed. + Repeat steps 3-6 as needed. This generates provisioning profiles for each app you have selected. Now we need to tell Bazel to use them. We have provided a script to make this easier. @@ -390,9 +390,6 @@ developer (yourself) is trusted. bazel build -c opt --define MEDIAPIPE_DISABLE_GPU=1 mediapipe/examples/desktop/hand_tracking:hand_tracking_cpu ``` - This will open up your webcam as long as it is connected and on. Any errors - is likely due to your webcam being not accessible. - 2. To run the application: ```bash @@ -400,6 +397,9 @@ developer (yourself) is trusted. --calculator_graph_config_file=mediapipe/graphs/hand_tracking/hand_tracking_desktop_live.pbtxt ``` + This will open up your webcam as long as it is connected and on. Any errors + is likely due to your webcam being not accessible. + ### Option 2: Running on GPU Note: This currently works only on Linux, and please first follow @@ -412,13 +412,13 @@ Note: This currently works only on Linux, and please first follow mediapipe/examples/desktop/hand_tracking:hand_tracking_gpu ``` - This will open up your webcam as long as it is connected and on. Any errors - is likely due to your webcam being not accessible, or GPU drivers not setup - properly. - 2. To run the application: ```bash GLOG_logtostderr=1 bazel-bin/mediapipe/examples/desktop/hand_tracking/hand_tracking_gpu \ --calculator_graph_config_file=mediapipe/graphs/hand_tracking/hand_tracking_mobile.pbtxt ``` + + This will open up your webcam as long as it is connected and on. 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