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Integrate SAM 2.1#8610

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Commits on Jul 31, 2024

• Introduce Segment Anything 2.0 for GPU only.

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• Create a changelog fragment

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• remove useless docstring

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• fix readme regarding CPU capabilities for SAM2

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• reduce the default number of cpu workers to 1

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• add a try catch block as suggested by coderabbitai

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• remove data logs in main

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Commits on Aug 9, 2024

• fix: introduce sam2 on cpu

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• fix: use newest installation mewthod from facebook. (configs files are not embedded into installation package)

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Commits on Aug 10, 2024

• update docs -> SAM2 now supports CPU

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Commits on Aug 13, 2024

• fix linter errors

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Commits on Aug 15, 2024

• Update 20240731_000641_ruelj2.md

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Commits on Oct 25, 2024

• Merge branch 'jeanchristopheruel/sam2' into feature/sam2

  

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• WIP: pass env CLIENT_PLUGINS to cvat_ui args in docker-compose.dev.yml as required in Dockerfile.ui for extra plugins, adjust function.yaml and function-gpu.yaml to accommodate SAM2.1 and frontend …

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• WIP: start working on frontend errors, backend should be okay

  

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Commits on Oct 27, 2024

• WIP: rework backend to include high_res_feats_0 and high_res_feats_1 since not included in self.predictor.get_image_embedding() and needed in decoder and a new encoder class is added in image_encod…

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Commits on Oct 29, 2024

• add new inputs (high_res_feat0, high_res_feat1) and do corresponding changes in index.tsx, and accommodate those inputs in inference.worker.ts and add sam2.1_hiera_large.decoder where postprocessin…

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• clean code

  

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• clean code

  

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• update README.md

  

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• update docker-compose.dev.yml

  

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• fix function-gpu.yaml

  

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• fix pip install in function-gpu.yaml

  

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