Dockerfile

FROM continuumio/miniconda3

WORKDIR /

RUN apt-get update && apt-get install --no-install-recommends -y \
  build-essential \
  libxml2 \
  && apt-get clean && rm -rf /var/lib/apt/lists/*

# Install dependencies
RUN conda create -n pose python=3.8 

# Make RUN commands use the new environment:
SHELL ["conda", "run", "-n", "pose", "/bin/bash", "-c"]

RUN pip install torch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0 --index-url https://download.pytorch.org/whl/cu118

RUN pip install -r requirements.txt

RUN conda install -c conda-forge cudatoolkit-dev -y
ENV CUDA_HOME=$CONDA_PREFIX/pkgs/cuda-toolkit/
RUN pip install "git+https://github.com/facebookresearch/pytorch3d.git@stable"

RUN wget https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P pretrained_models
RUN wget https://huggingface.co/stabilityai/sdxl-vae/resolve/main/sdxl_vae.safetensors -P pretrained_models

ENTRYPOINT ["conda", "run", "--no-capture-output", "-n", "pose", "python", "app.py", "--server.port", "7860", "--server.address", "0.0.0.0"]