Update Dockerfile for tf-faster-rcnn

Signed-off-by: Beat Buesser <[email protected]>

Author: beat-buesser

.github/actions/tf-faster-rcnn/Dockerfile

@@ -1,10 +1,7 @@
-# Get base from a tensorflow image
-FROM tensorflow/tensorflow:1.15.5-py3
+# Get base from a TensorFlow image
+FROM python:3.7.17-slim
 
-# Set to install things in non-interactive mode
-ENV DEBIAN_FRONTEND noninteractive
-
-# Install system wide softwares
+# Install system wide software
 RUN apt-get update \
      && apt-get install -y \
         libgl1-mesa-glx \
@@ -19,29 +16,20 @@ RUN apt-get update \
         libsndfile1 \
         wget \
         unzip \
+        gpg \
+        gpg-agent \
      && apt-get clean all \
      && rm -r /var/lib/apt/lists/*
 
-RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
-RUN bash Miniconda3-latest-Linux-x86_64.sh -b -p /miniconda
-RUN /miniconda/bin/conda install --yes \
-    astropy \
-    matplotlib \
-    pandas \
-    scikit-learn \
-    scikit-image
-
-# Install necessary libraries for tensorflow faster rcnn
+# Install necessary libraries for TensorFlow Faster-RCNN
 RUN mkdir TensorFlow
 RUN cd TensorFlow && git clone https://github.com/tensorflow/models
 RUN cd TensorFlow && wget https://github.com/protocolbuffers/protobuf/releases/download/v3.17.3/protoc-3.17.3-linux-x86_64.zip
 RUN cd TensorFlow && unzip protoc-3.17.3-linux-x86_64.zip -d protobuf
 RUN cd TensorFlow/models/research && /TensorFlow/protobuf/bin/protoc object_detection/protos/*.proto --python_out=.
 RUN cd TensorFlow/models/research && cp object_detection/packages/tf1/setup.py .
-RUN cd TensorFlow/models/research && python -m pip install --use-feature=2020-resolver .
+RUN cd TensorFlow/models/research && python -m pip install .
+
+RUN pip install tensorflow==1.15.5 keras==2.2.5 tqdm==4.66.1 requests~=2.31.0 scikit-learn==1.0.2 pytest-cov~=4.1.0 protobuf==3.20
 
-RUN pip install tqdm
-RUN pip install requests
-RUN pip install sklearn
-RUN pip install numba==0.50.0
-RUN pip install pytest-cov
+CMD ["/bin/bash"]