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Dockerfile
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# inference stage
FROM ubuntu:20.04 As inference
ARG DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y ffmpeg git python3 python3-pip unzip && \
pip3 install --upgrade pip
COPY requirements.txt .
RUN pip3 install -r requirements.txt && rm requirements.txt
RUN mkdir /app
COPY . /app
COPY asserts.zip /tmp/
RUN unzip /tmp/asserts.zip -d /app/ && rm -r /app/asserts/examples /tmp/asserts.zip
WORKDIR /app
# training stage
FROM ubuntu:20.04 As training
ARG DEBIAN_FRONTEND=noninteractive
RUN apt-get update && apt-get install -y ffmpeg git python3 python3-pip unzip && \
pip3 install --upgrade pip
COPY requirements_training.txt .
RUN pip3 install -r requirements_training.txt && rm requirements_training.txt
RUN mkdir /app
COPY . /app
COPY asserts.zip /tmp/
RUN unzip /tmp/asserts.zip -d /app/ && rm -r /app/asserts/examples /tmp/asserts.zip
WORKDIR /app