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Dockerfile.slim.buster
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Dockerfile.slim.buster
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FROM python:3.6-slim-buster
RUN apt-get update && apt-get install -y \
curl gnupg2
RUN echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" | tee /etc/apt/sources.list.d/coral-edgetpu.list
RUN curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key add - && \
apt-get update && \
apt-get install -y python3-tflite-runtime
RUN python3 -m pip install pillow numpy
# Create a working directory
RUN mkdir /app
WORKDIR /app
ADD label_image.py /app
# Get photo
RUN curl https://github.com/raw/tensorflow/tensorflow/master/tensorflow/lite/examples/label_image/testdata/grace_hopper.bmp > /tmp/grace_hopper.bmp
# Get model
RUN curl https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_2018_02_22/mobilenet_v1_1.0_224.tgz | tar xzv -C /tmp
# Get labels
RUN curl https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_1.0_224_frozen.tgz | tar xzv -C /tmp mobilenet_v1_1.0_224/labels.txt
RUN mv /tmp/mobilenet_v1_1.0_224/labels.txt /tmp/
#numpy installed with python3-tflite-runtime is broken. Remove it to use pip-intalled version
RUN rm -fr /usr/lib/python3/dist-packages/numpy
ENV PYTHONPATH='/usr/lib/python3/dist-packages'
CMD ["/bin/bash"]