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Tribute to Meta AI's Segment Anything Model (SAM)

A collection of projects, papers, and source code for SAM and related studies.

Keywords: Segment Anything Model, Segment Anything, SAM, awesome

CATALOGUE

Origin of the Study :heartpulse: Project & Toolbox :heartpulse: Lecture & Notes :heartpulse: Papers

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

Fundemental Models

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

PreviewProject
preview[Grounded-Segment-Anything] Grounded-Segment-Anything(DINO + SAM) [paper][code]GitHub stars
preview[Grounded Segment Anything: From Objects to Parts] Support text prompt input(GLIP/VLPart + SAM)[paper][code]GitHub Repo stars
preview[Semantic-Segment-Anything] A pipeline on top of SAM to predict semantic category for each mask [paper][code]GitHub stars
preview[GroundedSAM-zero-shot-anomaly-detection] Segment any anomaly[papaer][code]GitHub Repo stars
preview[EditAnything] EditAnything [paper][code]GitHub stars
preview[sd-webui-segment-anything] extension for helping stable diffusion webui with inpainting [paper][code]GitHub stars
preview[SALT] Segment Anything Labelling Tool [paper][code]GitHub stars
preview[SAM-CLIP] Segment Anything CLIP [paper][code]GitHub stars
preview[Prompt-Segment-Anything] An implementation of SAM[parper][code]GitHub Repo stars
preview[Count-Anything] Few-shot SAM Counting[parper][code]GitHub Repo stars
preview[SegGPT: Vision Foundation Models] One touch for segmentation in all images (SAM+SegGPT)[paper][code]GitHub Repo stars
preview[napari-segment-anything] Image viewer plugin of SAM[paper][code]GitHub Repo stars
preview[OCR-SAM] SAM is applied to OCR [paper][code]GitHub Repo stars
preview[SegDrawer] Simple static web-based mask drawer[paper][code]GitHub Repo stars
preview[Magic Copy] Extract and copy foreground objects using SAM[paper][code]GitHub Repo stars
preview[Track-Anything] Video object tracking and segmentation based on SAM[paper][code]GitHub Repo stars
preview][SAM-Track] Video object tracking and segmentation based on SAM[paper][code]GitHub Repo stars
preview[Count Anything] Count any object[paper][code]GitHub Repo stars
preview[Inpaint Anything] Inpaint Anything [paper][code]GitHub Repo stars
preview[Transfer-Any-Style] Transfer-Any-Style[paper][code]GitHub Repo stars
preview[Anything-3D] Anything-3D [paper][code] GitHub Repo stars
preview[SEEM] Segment Everything Everywhere All at Once [paper][code] GitHub Repo stars
preview[Caption-Anything] Generate descriptive captions for any object [paper][code] GitHub Repo stars
preview[Caption-Anything] Generate descriptive captions for any object [paper][code] GitHub Repo stars
preview[Image.txt] Transform Image Into Unique Paragraph [paper][code] GitHub Repo stars
preview[3D-Box via Segment Anything] Extend the scope to 3D world [paper][code] GitHub Repo stars
preview[SegmentAnyRGBD] Segment rendered depth images based on SAM [paper] [code] GitHub Repo stars

3 Lecture & Notes<span id='workshop'>

How to | roboflow how-to-segment-anything-with-sam [blog]

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

Image Segmentation & Medical Image Segmentation

Object Detection & Tracking

Explaning and Supporting Basic Models

Arxiv-daily-update

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