Create Dockerfile

Dockerfile

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+# syntax=docker/dockerfile:1.4
+FROM nvidia/cuda:11.3.1-cudnn8-devel-ubuntu18.04
+# BEGIN Static part
+ENV DEBIAN_FRONTEND=noninteractive \
+	TZ=Europe/Paris
+
+RUN apt-get update && apt-get install -y \
+        git \
+        make build-essential libssl-dev zlib1g-dev \
+        libbz2-dev libreadline-dev libsqlite3-dev wget curl llvm \
+        libncursesw5-dev xz-utils tk-dev libxml2-dev libxmlsec1-dev libffi-dev liblzma-dev git-lfs  \
+    	ffmpeg libsm6 libxext6 cmake libgl1-mesa-glx \
+		&& rm -rf /var/lib/apt/lists/* \
+    	&& git lfs install
+
+# User
+RUN useradd -m -u 1000 user
+USER user
+ENV HOME=/home/user \
+	PATH=/home/user/.local/bin:$PATH
+WORKDIR /home/user/app
+
+# Pyenv
+RUN curl https://pyenv.run | bash
+ENV PATH=$HOME/.pyenv/shims:$HOME/.pyenv/bin:$PATH
+
+# Python
+RUN pyenv install 3.7.5 && \
+    pyenv global 3.7.5 && \
+    pyenv rehash && \
+    pip install --no-cache-dir --upgrade pip setuptools wheel && \
+    pip install --no-cache-dir \
+        datasets \
+        huggingface-hub "protobuf<4" "click<8.1"
+
+COPY --link --chown=1000 requirements.txt /home/user/app/requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY --link --chown=1000 ./ /home/user/app
+
+CMD ["python",  "-m", "detector.server", "detector-base.pt", "--port=7860"]