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docker-cpu.df
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docker-cpu.df
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FROM ubuntu:14.04
# Install dependencies
RUN apt-get -qq update && \
apt-get -qq install --assume-yes \
"build-essential" \
"git" \
"wget" \
"libopenblas-dev" \
"liblapack-dev" \
"pkg-config" && \
rm -rf /var/lib/apt/lists/*
# Miniconda.
RUN wget --quiet https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
/bin/bash ~/miniconda.sh -b -p /opt/conda && \
rm ~/miniconda.sh
# Install requirements before copying project files
WORKDIR /ne
COPY requirements.txt .
RUN /opt/conda/bin/conda install -q -y conda numpy scipy pip pillow
RUN /opt/conda/bin/python3.5 -m pip install -q -r "requirements.txt"
# Copy only required project files
COPY enhance.py .
# Get a pre-trained neural networks, non-commercial & attribution.
RUN wget -q "https://github.com/alexjc/neural-enhance/releases/download/v0.3/ne1x-photo-deblur-0.3.pkl.bz2"
RUN wget -q "https://github.com/alexjc/neural-enhance/releases/download/v0.3/ne1x-photo-repair-0.3.pkl.bz2"
RUN wget -q "https://github.com/alexjc/neural-enhance/releases/download/v0.3/ne2x-photo-default-0.3.pkl.bz2"
RUN wget -q "https://github.com/alexjc/neural-enhance/releases/download/v0.3/ne4x-photo-default-0.3.pkl.bz2"
# Set an entrypoint to the main enhance.py script
ENTRYPOINT ["/opt/conda/bin/python3.5", "enhance.py", "--device=cpu"]