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ENV DEBIAN_FRONTEND=noninteractive
# Install python
RUN apt-get update \
&& apt-get install -y python3-pip python3-dev \
&& cd /usr/local/bin \
&& ln -s /usr/bin/python3 python \
&& pip3 install --upgrade pip
RUN apt update && apt install -y ffmpeg swig cmake libimage-exiftool-perl curl nfs-common cifs-utils libopenblas-dev libheif-dev libmagic1 libraw-dev libboost-all-dev libxrender-dev liblapack-dev git bzip2 cmake build-essential libsm6 libglib2.0-dev libgl1-mesa-glx libpq-dev libexpat-dev \
librsvg2-dev \
libpng-dev \
libgif-dev \
libjpeg-dev \
libexif-dev \
liblcms2-dev \
liborc-dev \
pkg-config \
libexpat1-dev \
libtiff5-dev \
libgsf-1-dev \
libopenexr-dev \
libcfitsio-dev \
libimagequant-dev \
libtool \
libtool-bin \
wget \
libwebp-dev --no-install-recommends
#Build and install libraw
RUN git clone https://github.com/LibRaw/LibRaw
RUN ls
WORKDIR /LibRaw
RUN autoreconf --install
RUN ./configure
RUN make
RUN make install
#Build and install imagemagick
WORKDIR /
RUN mkdir /imagemagick
RUN curl -SL https://www.imagemagick.org/download/ImageMagick.tar.gz | tar -zxC /imagemagick
RUN ./configure --with-modules
RUN make install
RUN ldconfig /usr/local/lib
# Build and install libvips
ARG VIPSVERSION=8.11.0
ARG VIPSURL=https://github.com/libvips/libvips/releases/download
WORKDIR /usr/local/src
RUN wget ${VIPSURL}/v${VIPSVERSION}/vips-${VIPSVERSION}.tar.gz \
&& tar xzf vips-${VIPSVERSION}.tar.gz \
&& cd vips-${VIPSVERSION} \
&& ./configure \
&& make V=0 \
&& make install \
&& ldconfig
# pre trained models download
WORKDIR /data_models
RUN mkdir -p /root/.cache/torch/hub/checkpoints/
RUN curl -SL https://github.com/LibrePhotos/librephotos-docker/releases/download/0.1/places365.tar.gz | tar -zxC /data_models/
RUN curl -SL https://github.com/LibrePhotos/librephotos-docker/releases/download/0.1/im2txt.tar.gz | tar -zxC /data_models/
RUN curl -SL https://github.com/LibrePhotos/librephotos-docker/releases/download/0.1/clip-embeddings.tar.gz | tar -zxC /data_models/
RUN curl -SL https://download.pytorch.org/models/resnet152-b121ed2d.pth -o /root/.cache/torch/hub/checkpoints/resnet152-b121ed2d.pth
RUN pip install torch==1.8.2 torchvision==0.9.2 -f https://download.pytorch.org/whl/torch_stable.html
RUN pip3 install pyvips
# Build and install dlib
WORKDIR /
RUN git clone https://github.com/davisking/dlib.git && \
mkdir /dlib/build && \
cd /dlib/build && \
cmake .. -DDLIB_USE_CUDA=0 -DUSE_AVX_INSTRUCTIONS=0 -DLIB_NO_GUI_SUPPORT=0 && \
cmake --build . && \
cd /dlib && \
python setup.py install --no USE_AVX_INSTRUCTIONS --no DLIB_USE_CUDA --no USE_SSE4_INSTRUCTIONS
#Build and install faiss. Needs to be build for ARM
WORKDIR /faiss
RUN git clone https://github.com/facebookresearch/faiss.git /faiss
RUN cmake -B build . -DFAISS_ENABLE_GPU=OFF -DFAISS_ENABLE_PYTHON=ON -DFAISS_OPT_LEVEL=generic
RUN make -C build -j faiss
RUN make -C build -j swigfaiss
RUN (cd build/faiss/python && python setup.py install)