tensorflow2_object_detection_reference/Dockerfile.amd64 at main · beechwoods-software/tensorflow2_object_detection_reference · GitHub

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FROM ubuntu:22.04

ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update
RUN apt-get install software-properties-common -y

#install python3.7
RUN add-apt-repository -y ppa:deadsnakes/ppa
RUN apt-get update
RUN apt-get install -y python3.7
RUN ( cd /usr/bin; rm -f python3; ln -s python3.7 python3 )
RUN ls -la /usr/bin/python*
RUN python3 --version

# Install system packages
RUN apt-get -qq update && apt-get -qq install --no-install-recommends -y \
 python3-dev \
 python3.7-distutils \
 python3-pip \
 python3-pil \
 python3-lxml \
 python3-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 \
 x11-apps \
 wget \
 vim \
 ffmpeg \
 unzip \
 python3-opencv \
 protobuf-compiler \
 && rm -rf /var/lib/apt/lists/*

RUN ls -la /usr/bin/python*
RUN python3 --version

# set up link to "python3" from "python"
RUN ( cd /usr/bin; ln -s python3 python )

# 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 python3.7 -m pip install \
 tensorflow==2.10.0 \
 tensorflow-io==0.27.0 \
 tf_slim==1.1.0 \
 scipy==1.7.3 \
 numpy==1.21.6 \
 matplotlib==3.5.3 \
 pandas==1.3.5 \
 pillow==9.2.0 \
 requests==2.22.0 \
 protobuf==3.19.6 \
 pyyaml==5.4.1 \
 gin-config==0.5.0 \
 setuptools==65.4.1 \
 cython==0.29.32 \
 opencv-python==4.6.0.66

# Setting up working directory
RUN mkdir /lab
WORKDIR /lab

# install tensorflow addons
RUN pip3 install tensorflow_addons==0.18.0

# Install tensorflow models object detection
RUN GIT_SSL_NO_VERIFY=true git clone -q https://github.com/tensorflow/models /usr/local/lib/python3.7/dist-packages/tensorflow/models
RUN ( cd /usr/local/lib/python3.7/dist-packages/tensorflow/models/research; cp object_detection/packages/tf2/setup.py . ; python3 -m pip install --force --no-dependencies . )

# Minimize image size
RUN (apt-get autoremove -y; \
     apt-get autoclean -y)

# Set TF object detection available
ENV PYTHONPATH "$PYTHONPATH:/usr/local/lib/python3.7/dist-packages/tensorflow/models:/usr/local/lib/python3.7/dist-packages/tensorflow/models/research:/usr/local/lib/python3.7/dist-packages/tensorflow/models/research/slim"
RUN cd /usr/local/lib/python3.7/dist-packages/tensorflow/models/research && protoc object_detection/protos/*.proto --python_out=.

CMD bash exec.sh