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Dockerfile
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# Copyright 2019 The MediaPipe Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
FROM ubuntu:22.04
MAINTAINER <[email protected]>
WORKDIR /io
WORKDIR /mediapipe
ENV DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
gcc g++ \
ca-certificates \
curl \
ffmpeg \
git \
wget \
unzip \
nodejs \
npm \
python3-dev \
python3-opencv \
python3-pip \
libopencv-core-dev \
libopencv-highgui-dev \
libopencv-imgproc-dev \
libopencv-video-dev \
libopencv-calib3d-dev \
libopencv-features2d-dev \
software-properties-common && \
apt-get update && apt-get install -y openjdk-8-jdk && \
apt-get install -y mesa-common-dev libegl1-mesa-dev libgles2-mesa-dev && \
apt-get install -y mesa-utils && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Install Clang 16
RUN wget https://apt.llvm.org/llvm.sh
RUN chmod +x llvm.sh
RUN ./llvm.sh 16
RUN ln -sf /usr/bin/clang-16 /usr/bin/clang
RUN ln -sf /usr/bin/clang++-16 /usr/bin/clang++
RUN ln -sf /usr/bin/clang-format-16 /usr/bin/clang-format
RUN pip3 install --upgrade setuptools
RUN pip3 install wheel
RUN pip3 install future
RUN pip3 install absl-py "numpy<2" jax[cpu] opencv-contrib-python protobuf==3.20.1
RUN pip3 install six==1.14.0
RUN pip3 install tensorflow
RUN pip3 install tf_slim
RUN ln -s /usr/bin/python3 /usr/bin/python
# Install bazel
ARG BAZEL_VERSION=6.5.0
RUN mkdir /bazel && \
wget --no-check-certificate -O /bazel/installer.sh "https://github.com/bazelbuild/bazel/releases/download/${BAZEL_VERSION}/b\
azel-${BAZEL_VERSION}-installer-linux-x86_64.sh" && \
wget --no-check-certificate -O /bazel/LICENSE.txt "https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE" && \
chmod +x /bazel/installer.sh && \
/bazel/installer.sh && \
rm -f /bazel/installer.sh
COPY . /mediapipe/
# If we want the docker image to contain the pre-built object_detection_offline_demo binary, do the following
# RUN bazel build -c opt --define MEDIAPIPE_DISABLE_GPU=1 mediapipe/examples/desktop/demo:object_detection_tensorflow_demo