| FROM pytorch/pytorch:1.13.1-cuda11.6-cudnn8-devel | |
| # Arguments to build Docker Image using CUDA | |
| ARG USE_CUDA=0 | |
| ARG TORCH_ARCH= | |
| ENV AM_I_DOCKER True | |
| ENV BUILD_WITH_CUDA "${USE_CUDA}" | |
| ENV TORCH_CUDA_ARCH_LIST "${TORCH_ARCH}" | |
| ENV CUDA_HOME /usr/local/cuda-11.6/ | |
| RUN mkdir -p /home/appuser/Grounded-Segment-Anything | |
| COPY . /home/appuser/Grounded-Segment-Anything/ | |
| RUN apt-get update && apt-get install --no-install-recommends wget ffmpeg=7:* \ | |
| libsm6=2:* libxext6=2:* git=1:* nano=2.* \ | |
| vim=2:* -y \ | |
| && apt-get clean && apt-get autoremove && rm -rf /var/lib/apt/lists/* | |
| WORKDIR /home/appuser/Grounded-Segment-Anything | |
| RUN python -m pip install --no-cache-dir -e segment_anything | |
| # When using build isolation, PyTorch with newer CUDA is installed and can't compile GroundingDINO | |
| RUN python -m pip install --no-cache-dir wheel | |
| RUN python -m pip install --no-cache-dir --no-build-isolation -e GroundingDINO | |
| WORKDIR /home/appuser | |
| RUN pip install --no-cache-dir diffusers[torch]==0.15.1 opencv-python==4.7.0.72 \ | |
| pycocotools==2.0.6 matplotlib==3.5.3 \ | |
| onnxruntime==1.14.1 onnx==1.13.1 ipykernel==6.16.2 scipy gradio openai | |