liliu-avril/Awesome-Segment-Anything resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1217 stars · 75 forks observed · 2026-09-03

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list and companion repository for the first comprehensive survey paper on Meta AI's Segment Anything Model (SAM). It continuously tracks papers, open-source projects, and applications of SAM across vision and beyond.

Use cases

• find papers on segment anything model
• survey of SAM applications in computer vision
• curated list of SAM-based open-source projects
• learn about foundation models for image segmentation
• track recent research on promptable segmentation
• find SAM variants for specific data types like video or medical images

When to choose

• you want a comprehensive, continuously updated overview of SAM research and applications
• you are writing a paper or literature review on image segmentation foundation models
• you need to discover open-source SAM derivatives for a specific task

When to avoid

• you need runnable segmentation code or a model itself rather than a paper list
• you want a maintained software library with API guarantees
• you need non-SAM segmentation methods only

Facets

learning-resource · maturity active

computer-vision image-processing documentation computer-vision image-processing artificial-intelligence machine-learning awesome-lists tutorials cross-platform segment-anything sam survey awesome-list image-segmentation foundation-models paper-list

Member repositories

For agents

markdown · JSON · MCP: product_card(name="liliu-avril/Awesome-Segment-Anything")