initial commit

2019-01-26 08:02:59 -06:00
commit 72393be6d6
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+FROM ubuntu:16.04
+
+# Install system packages
+RUN apt-get -qq update && apt-get -qq install --no-install-recommends -y python3 \ 
+ python3-dev \
+ python-pil \
+ python-lxml \
+ python-tk \
+ build-essential \
+ cmake \ 
+ git \ 
+ libgtk2.0-dev \ 
+ pkg-config \ 
+ libavcodec-dev \ 
+ libavformat-dev \ 
+ libswscale-dev \ 
+ libtbb2 \
+ libtbb-dev \ 
+ libjpeg-dev \
+ libpng-dev \
+ libtiff-dev \
+ libjasper-dev \
+ libdc1394-22-dev \
+ x11-apps \
+ wget \
+ vim \
+ ffmpeg \
+ unzip \
+ && rm -rf /var/lib/apt/lists/* 
+
+# Install core packages 
+RUN wget -q -O /tmp/get-pip.py --no-check-certificate https://bootstrap.pypa.io/get-pip.py && python3 /tmp/get-pip.py
+RUN  pip install -U pip \
+ numpy \
+ matplotlib \
+ notebook \
+ jupyter \
+ pandas \
+ moviepy \
+ tensorflow \
+ keras \
+ autovizwidget \
+ Flask
+
+# Install tensorflow models object detection
+RUN GIT_SSL_NO_VERIFY=true git clone -q https://github.com/tensorflow/models /usr/local/lib/python3.5/dist-packages/tensorflow/models
+RUN wget -q -P /usr/local/src/ --no-check-certificate https://github.com/google/protobuf/releases/download/v3.5.1/protobuf-python-3.5.1.tar.gz
+
+# Download & build protobuf-python
+RUN cd /usr/local/src/ \
+ && tar xf protobuf-python-3.5.1.tar.gz \
+ && rm protobuf-python-3.5.1.tar.gz \
+ && cd /usr/local/src/protobuf-3.5.1/ \
+ && ./configure \
+ && make \
+ && make install \
+ && ldconfig \
+ && rm -rf /usr/local/src/protobuf-3.5.1/
+
+# Add dataframe display widget
+RUN jupyter nbextension enable --py --sys-prefix widgetsnbextension
+
+# Download & build OpenCV
+RUN wget -q -P /usr/local/src/ --no-check-certificate https://github.com/opencv/opencv/archive/3.4.1.zip
+RUN cd /usr/local/src/ \
+ && unzip 3.4.1.zip \
+ && rm 3.4.1.zip \
+ && cd /usr/local/src/opencv-3.4.1/ \
+ && mkdir build \
+ && cd /usr/local/src/opencv-3.4.1/build \ 
+ && cmake -D CMAKE_INSTALL_TYPE=Release -D CMAKE_INSTALL_PREFIX=/usr/local/ .. \
+ && make -j4 \
+ && make install \
+ && rm -rf /usr/local/src/opencv-3.4.1
+
+# Minimize image size 
+RUN (apt-get autoremove -y; \
+     apt-get autoclean -y)
+
+# Set TF object detection available
+ENV PYTHONPATH "$PYTHONPATH:/usr/local/lib/python3.5/dist-packages/tensorflow/models/research:/usr/local/lib/python3.5/dist-packages/tensorflow/models/research/slim"
+RUN cd /usr/local/lib/python3.5/dist-packages/tensorflow/models/research && protoc object_detection/protos/*.proto --python_out=.
+
+COPY detect_objects.py .
+
+CMD ["python3", "-u", "detect_objects.py"]