compile and run all examples

2020-05-03 13:51:43 +00:00 · 2020-05-03 13:51:43 +00:00 · c3bd532399
commit c3bd532399
parent b53a237560
1 changed files with 105 additions and 8 deletions
--- a/113
+++ b/113
@ -12,7 +12,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.

-FROM ubuntu:latest
+FROM ubuntu:18.04

 MAINTAINER <mediapipe@google.com>

@ -25,12 +25,13 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
        build-essential \
        ca-certificates \
        curl \
+        ffmpeg \
        git \
        wget \
        unzip \
-        python \
-        python-pip \
+        python3-dev \
        python3-pip \
+        python3-opencv \
        libopencv-core-dev \
        libopencv-highgui-dev \
        libopencv-imgproc-dev \
@ -43,15 +44,21 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

-RUN pip install --upgrade setuptools
-RUN pip install future
-RUN pip3 install six
+RUN wget -O /mediapipe/BBB.mp4 https://download.blender.org/peach/bigbuckbunny_movies/BigBuckBunny_320x180.mp4
+
+RUN pip3 install --upgrade setuptools
+RUN pip3 install future
+RUN pip3 install six==1.14.0
+RUN pip3 install wheel
+RUN pip3 install tf_slim 
+RUN pip3 install tensorflow==1.14.0
+
+RUN ln -s /usr/bin/python3 /usr/bin/python

 # Install bazel
 ARG BAZEL_VERSION=2.0.0
 RUN mkdir /bazel && \
-    wget --no-check-certificate -O /bazel/installer.sh "https://github.com/bazelbuild/bazel/releases/download/${BAZEL_VERSION}/b\
-azel-${BAZEL_VERSION}-installer-linux-x86_64.sh" && \
+    wget --no-check-certificate -O /bazel/installer.sh "https://github.com/bazelbuild/bazel/releases/download/${BAZEL_VERSION}/bazel-${BAZEL_VERSION}-installer-linux-x86_64.sh" && \
    wget --no-check-certificate -O  /bazel/LICENSE.txt "https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE" && \
    chmod +x /bazel/installer.sh && \
    /bazel/installer.sh  && \
@ -59,5 +66,95 @@ azel-${BAZEL_VERSION}-installer-linux-x86_64.sh" && \

 COPY . /mediapipe/

+####
+#### BUILD
+####
+
+#object detection TF
+RUN bazel build -c opt \
+    --define MEDIAPIPE_DISABLE_GPU=1 \
+    --define no_aws_support=true \
+    --linkopt=-s \
+    mediapipe/examples/desktop/object_detection:object_detection_tensorflow
+#object detection TFLite
+RUN bazel build -c opt \
+    --define MEDIAPIPE_DISABLE_GPU=1 \
+    mediapipe/examples/desktop/object_detection:object_detection_tflite
+#media sequence
+RUN bazel build -c opt \
+    --define MEDIAPIPE_DISABLE_GPU=1 \
+    mediapipe/examples/desktop/media_sequence:media_sequence_demo
+#autoflip
+RUN bazel build -c opt \
+    --define MEDIAPIPE_DISABLE_GPU=1 \
+    mediapipe/examples/desktop/autoflip:run_autoflip
+
+#yt8m
+RUN mkdir -p /tmp/mediapipe
+WORKDIR /tmp/mediapipe
+RUN curl -O http://data.yt8m.org/pca_matrix_data/inception3_mean_matrix_data.pb
+RUN curl -O http://data.yt8m.org/pca_matrix_data/inception3_projection_matrix_data.pb
+RUN curl -O http://data.yt8m.org/pca_matrix_data/vggish_mean_matrix_data.pb
+RUN curl -O http://data.yt8m.org/pca_matrix_data/vggish_projection_matrix_data.pb
+
+RUN curl -O http://download.tensorflow.org/models/image/imagenet/inception-2015-12-05.tgz
+RUN tar -xzf inception-2015-12-05.tgz
+RUN curl -O http://data.yt8m.org/models/baseline/saved_model.tar.gz
+RUN tar -xf saved_model.tar.gz
+
+WORKDIR /mediapipe
+RUN bazel build -c opt \
+    --define MEDIAPIPE_DISABLE_GPU=1 \
+    --linkopt=-s \
+    --define no_aws_support=true \
+    mediapipe/examples/desktop/youtube8m:extract_yt8m_features
+RUN bazel build -c opt \
+    --define='MEDIAPIPE_DISABLE_GPU=1' \
+    --linkopt=-s \
+    mediapipe/examples/desktop/youtube8m:model_inference
+RUN bazel build -c opt \
+    --define='MEDIAPIPE_DISABLE_GPU=1' \
+    --linkopt=-s \
+    mediapipe/examples/desktop/youtube8m:model_inference
+
+
+####
+#### RUN
+####
+
+#object detection TF
+RUN GLOG_logtostderr=1 bazel-bin/mediapipe/examples/desktop/object_detection/object_detection_tensorflow \
+    --calculator_graph_config_file=mediapipe/graphs/object_detection/object_detection_desktop_tensorflow_graph.pbtxt \
+    --input_side_packets=input_video_path=mediapipe/examples/desktop/object_detection/test_video.mp4,output_video_path=/tmp/output-tensorflow.mp4
+#object detection TFLite
+RUN GLOG_logtostderr=1 bazel-bin/mediapipe/examples/desktop/object_detection/object_detection_tflite \
+    --calculator_graph_config_file=mediapipe/graphs/object_detection/object_detection_desktop_tflite_graph.pbtxt \
+    --input_side_packets=input_video_path=mediapipe/examples/desktop/object_detection/test_video.mp4,output_video_path=/tmp/output-tflite.mp4
+
+#media sequence
+#TODO add python
+RUN python -m mediapipe.examples.desktop.media_sequence.demo_dataset \
+    --path_to_demo_data=/tmp/demo_data/ \
+    --path_to_mediapipe_binary=bazel-bin/mediapipe/examples/desktop/media_sequence/media_sequence_demo \
+    --path_to_graph_directory=mediapipe/graphs/media_sequence/
+RUN PYTHONPATH=$PYTHONPATH:/mediapipe python ./mediapipe/examples/desktop/media_sequence/read_demo_dataset.py
+
+#autoflip
+RUN GLOG_logtostderr=1 bazel-bin/mediapipe/examples/desktop/autoflip/run_autoflip \
+    --calculator_graph_config_file=mediapipe/examples/desktop/autoflip/autoflip_graph.pbtxt \
+    --input_side_packets=input_video_path=mediapipe/examples/desktop/object_detection/test_video.mp4,output_video_path=/tmp/output-autoflip.mp4,aspect_ratio=1:1
+
+#yt8m
+RUN python3 -m mediapipe.examples.desktop.youtube8m.generate_vggish_frozen_graph
+RUN python3 -m mediapipe.examples.desktop.youtube8m.generate_input_sequence_example \
+    --path_to_input_video=/mediapipe/BBB.mp4 \
+    --clip_end_time_sec=120
+
+RUN GLOG_logtostderr=1 bazel-bin/mediapipe/examples/desktop/youtube8m/extract_yt8m_features \
+    --calculator_graph_config_file=mediapipe/graphs/youtube8m/feature_extraction.pbtxt \
+    --input_side_packets=input_sequence_example=/tmp/mediapipe/metadata.pb  \
+    --output_side_packets=output_sequence_example=/tmp/mediapipe/features.pb
+
 # If we want the docker image to contain the pre-built object_detection_offline_demo binary, do the following
 # RUN bazel build -c opt --define MEDIAPIPE_DISABLE_GPU=1 mediapipe/examples/desktop/demo:object_detection_tensorflow_demo
+