better support for non-CUDA devices (CPU, MPS) #192
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haithamkhedr
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…alization and smaller figure size (to make sure it renders on GitHub)
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… into facebookresearch-main * 'main' of github.com:facebookresearch/segment-anything-2: (40 commits) open `README.md` with unicode (to support Hugging Face emoji); fix various typos (facebookresearch#218) accept kwargs in auto_mask_generator Fix HF image predictor improving warning message and adding further tips for installation (facebookresearch#204) better support for non-CUDA devices (CPU, MPS) (facebookresearch#192) Update hieradet.py add Colab support to the notebooks; pack config files in `sam2_configs` package during installation (facebookresearch#176) also catch errors during installation in case `CUDAExtension` cannot be loaded (facebookresearch#175) Add interface for box prompt in SAM 2 video predictor (facebookresearch#174) Address comment Update hieradet.py Update docstrings Revert code snippet Updated INSTALL.md with CUDA_HOME-related troubleshooting (facebookresearch#140) Format using ufmt Update INSTALL.md (facebookresearch#156) Update README Make it optional to build CUDA extension for SAM 2; also fallback to all available kernels if Flash Attention fails (facebookresearch#155) Clean up Address comment ...
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In this PR, we provide better support for non-CUDA devices (CPU, MPS) in the SAM 2 image/video predictors and the notebook examples:
compute_deviceparameter to image loading, and cast to the model's device (based on its parameters) instead of hard-coding to CUDAimage_predictor_example.ipynbandautomatic_mask_generator_example.ipynbto get deterministic mask coloring (so that we only have small text changes on notebook files that could be easier to review in the future)