SaniaE commited on
Commit
a2b5329
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1 Parent(s): a03bf46

updated dockerfile and protobuf installation

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  1. Dockerfile +5 -14
Dockerfile CHANGED
@@ -1,40 +1,31 @@
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  FROM python:3.9-slim
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- # Install system dependencies for OpenCV and TFOD Protobuf
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  RUN apt-get update && apt-get install -y \
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  build-essential \
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- python3-dev \
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  libgl1 \
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- libglx-mesa0 \
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  libglib2.0-0 \
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  protobuf-compiler \
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  git \
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- wget \
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  && rm -rf /var/lib/apt/lists/*
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- # Set up a new user
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  RUN useradd -m -u 1000 user
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  USER user
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  ENV HOME=/home/user \
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  PATH=/home/user/.local/bin:$PATH \
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  PYTHONPATH=$HOME/app:$HOME/app/models/research:$HOME/app/models/research/slim
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-
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  WORKDIR $HOME/app
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- # Install Python dependencies
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- COPY --chown=user requirements.txt .
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- RUN pip install --no-cache-dir -r requirements.txt
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-
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- # Clone and install TensorFlow Object Detection API
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  RUN git clone --depth 1 https://github.com/tensorflow/models.git
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  WORKDIR $HOME/app/models/research
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  RUN protoc object_detection/protos/*.proto --python_out=.
 
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  RUN cp object_detection/packages/tf2/setup.py . && \
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- python -m pip install --use-deprecated=legacy-resolver .
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  WORKDIR $HOME/app
 
 
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- # Copy the rest of the application
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  COPY --chown=user . .
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-
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  CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
 
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  FROM python:3.9-slim
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+ # Install system dependencies
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  RUN apt-get update && apt-get install -y \
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  build-essential \
 
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  libgl1 \
 
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  libglib2.0-0 \
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  protobuf-compiler \
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  git \
 
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  && rm -rf /var/lib/apt/lists/*
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  RUN useradd -m -u 1000 user
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  USER user
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  ENV HOME=/home/user \
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  PATH=/home/user/.local/bin:$PATH \
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  PYTHONPATH=$HOME/app:$HOME/app/models/research:$HOME/app/models/research/slim
 
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  WORKDIR $HOME/app
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  RUN git clone --depth 1 https://github.com/tensorflow/models.git
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  WORKDIR $HOME/app/models/research
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  RUN protoc object_detection/protos/*.proto --python_out=.
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+
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  RUN cp object_detection/packages/tf2/setup.py . && \
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+ python -m pip install --no-cache-dir .
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  WORKDIR $HOME/app
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+ COPY --chown=user requirements.txt .
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+ RUN pip install --no-cache-dir -U -r requirements.txt
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  COPY --chown=user . .
 
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  CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]