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Awesome-Segment-Anything

A collection of project, papers, and source code for Meta AI's Segment Anything Model (SAM) and related studies.
https://github.com/Vision-Intelligence-and-Robots-Group/Awesome-Segment-Anything

Last synced: about 12 hours ago
JSON representation

  • 2 Project & Toolbox<span id='tool'>

    • preview - CEN/SegmentAnyRGBD) ![GitHub Repo stars](https://img.shields.io/github/stars/Jun-CEN/SegmentAnyRGBD?logo=github&style=flat-square)|
    • preview - zero-shot-anomaly-detection]** Segment any anomaly[papaer][[code]](https://github.com/caoyunkang/GroundedSAM-zero-shot-anomaly-detection)![GitHub Repo stars](https://img.shields.io/github/stars/caoyunkang/GroundedSAM-zero-shot-anomaly-detection?logo=github&style=flat-square)|
    • preview - sg/EditAnything)![GitHub stars](https://img.shields.io/github/stars/sail-sg/EditAnything.svg?logo=github&label=Stars)|
    • preview - webui-segment-anything]** extension for helping stable diffusion webui with inpainting [paper][[code]](https://github.com/continue-revolution/sd-webui-segment-anything)![GitHub stars](https://img.shields.io/github/stars/continue-revolution/sd-webui-segment-anything.svg?logo=github&label=Stars)|
    • preview - CLIP]** Segment Anything CLIP [paper][[code]](https://github.com/PengtaoJiang/Segment-Anything-CLIP)![GitHub stars](https://img.shields.io/github/stars/PengtaoJiang/Segment-Anything-CLIP.svg?logo=github&label=Stars)|
    • Awesome Segment-Anything Extensions - segment-anything-extensions.svg?logo=github&label=Stars)
    • Awesome Anything - Anything.svg?logo=github&label=Stars)
    • Awesome Segment Anything - segment-anything?logo=github&style=flat-square)
    • preview - Seminar/grounded-segment-any-parts)![GitHub Repo stars](https://img.shields.io/github/stars/Cheems-Seminar/grounded-segment-any-parts?logo=github&style=flat-square)|
    • preview - Segment-Anything]** A pipeline on top of SAM to predict semantic category for each mask [paper][[code]](https://github.com/fudan-zvg/Semantic-Segment-Anything)![GitHub stars](https://img.shields.io/github/stars/fudan-zvg/Semantic-Segment-Anything.svg?logo=github&label=Stars)|
    • preview - Segment-Anything]** An implementation of SAM[parper][[code]](https://github.com/RockeyCoss/Prompt-Segment-Anything)![GitHub Repo stars](https://img.shields.io/github/stars/RockeyCoss/Prompt-Segment-Anything?logo=github&style=flat-square)|
    • preview - Anything]** Few-shot SAM Counting[parper][[code]](https://github.com/Vision-Intelligence-and-Robots-Group/count-anything)![GitHub Repo stars](https://img.shields.io/github/stars/Vision-Intelligence-and-Robots-Group/count-anything?logo=github&style=flat-square)|
    • preview - square)|
    • preview - segment-anything]** Image viewer plugin of SAM[paper][[code]](https://github.com/JoOkuma/napari-segment-anything)![GitHub Repo stars](https://img.shields.io/github/stars/JoOkuma/napari-segment-anything?logo=github&style=flat-square)|
    • preview - Anything]** Video object tracking and segmentation based on SAM[paper][[code]](https://github.com/gaomingqi/Track-Anything)![GitHub Repo stars](https://img.shields.io/github/stars/gaomingqi/Track-Anything?logo=github&style=flat-square)|
    • preview - Track]** Video object tracking and segmentation based on SAM[paper][[code]](https://github.com/z-x-yang/Segment-and-Track-Anything)![GitHub Repo stars](https://img.shields.io/github/stars/z-x-yang/Segment-and-Track-Anything?logo=github&style=flat-square)|
    • preview - Anything)![GitHub Repo stars](https://img.shields.io/github/stars/ylqi/Count-Anything?logo=github&style=flat-square)|
    • preview - Anything)![GitHub Repo stars](https://img.shields.io/github/stars/geekyutao/Inpaint-Anything?logo=github&style=flat-square)|
    • preview - Any-Style]** Transfer-Any-Style[paper][[code]](https://github.com/Huage001/Transfer-Any-Style)![GitHub Repo stars](https://img.shields.io/github/stars/Huage001/Transfer-Any-Style?logo=github&style=flat-square)|
    • preview - SAM]** SAM is applied to OCR [paper][[code]](https://github.com/yeungchenwa/OCR-SAM#sam-for-text)![GitHub Repo stars](https://img.shields.io/github/stars/yeungchenwa/OCR-SAM?logo=github&style=flat-square)|
    • preview - based mask drawer[paper][[code]](https://github.com/lujiazho/SegDrawer)![GitHub Repo stars](https://img.shields.io/github/stars/lujiazho/SegDrawer?logo=github&style=flat-square)|
    • preview - copy)![GitHub Repo stars](https://img.shields.io/github/stars/kevmo314/magic-copy?logo=github&style=flat-square)|
    • preview - Anything]** Generate descriptive captions for any object [paper][[code]](https://github.com/ttengwang/Caption-Anything) ![GitHub Repo stars](https://img.shields.io/github/stars/ttengwang/Caption-Anything?logo=github&style=flat-square)|
    • preview - Anything]** Generate descriptive captions for any object [paper][[code]](https://github.com/opengeos/segment-geospatial) ![GitHub Repo stars](https://img.shields.io/github/stars/opengeos/segment-geospatial?logo=github&style=flat-square)|
    • preview - square)|
  • 3 Lecture & Notes<span id='workshop'>

  • 4 Papers <span id='papers-by-categories'></span>

  • 1 Origin of the Study <span id='quick-start'></span>

    • SAM - anything)![GitHub stars](https://img.shields.io/github/stars/facebookresearch/segment-anything.svg?logo=github&label=Stars)
    • SEEM - Decoder/Segment-Everything-Everywhere-All-At-Once)![GitHub stars](https://img.shields.io/github/stars/UX-Decoder/Segment-Everything-Everywhere-All-At-Once.svg?logo=github&label=Stars)