add Colab support to the notebooks; pack config files in sam2_configs package during installation
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…s` package during installation
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haithamkhedr
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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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…s` package during installation (facebookresearch#176)
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In this PR, we add Colab support to all the three notebooks.
They can be tested as follows from the
ronghanghu:ronghanghu/colabbranch in this PR before mergingimage_predictor_example.ipynb: https://colab.research.google.com/github/ronghanghu/segment-anything-2/blob/ronghanghu/colab/notebooks/image_predictor_example.ipynb
video_predictor_example.ipynb: https://colab.research.google.com/github/ronghanghu/segment-anything-2/blob/ronghanghu/colab/notebooks/video_predictor_example.ipynb
automatic_mask_generator_example.ipynb: https://colab.research.google.com/github/ronghanghu/segment-anything-2/blob/ronghanghu/colab/notebooks/automatic_mask_generator_example.ipynb
(to test them before merging, set
using_colab = Trueand replacegit+https://github.com/facebookresearch/segment-anything-2.gitwithgit+https://github.com/ronghanghu/segment-anything-2.git@ronghanghu/colabin the Colab environment setup cell.)Besides, we also add the following lines
to
setupinsetup.pyto copy over the SAM 2 config YAML files into thesam2_configspackages after installation (see https://stackoverflow.com/questions/1612733/including-non-python-files-with-setup-py), which should resolve #51.All 3 notebooks tested in Colab and work well. Example running
image_predictor_example.ipynbin Colab (using L4 GPU):