segment-anything-model 开源项目推荐（115 个）

SysCV /sam-hq

高质量分割一切 [NeurIPS 2023]

z-x-yang /Segment-and-Track-Anything

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

tianrun-chen /SAM-Adapter-PyTorch

Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts

ImprintLab /Medical-SAM-Adapter

A lightweight adapter bridges SAM with medical imaging [MedIA]

SysCV /sam-pt

SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.

ImprintLab /Medical-SAM2

Medical SAM 2: Segment 3D Medical Images Via Segment Anything Model 2

hitachinsk /SAMed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

WZH0120 /SAM2-UNet

[VINT 2026] SAM2-UNet：Segment Anything 2 为自然图像与医学图像分割提供强编码器

vietanhdev /samexporter

Export and run SAM, MobileSAM, EfficientSAM, SAM 2/2.1, and SAM 3 as ONNX for portable image segmentation

coolzhao /Geo-SAM

A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.

ymy-k /Hi-SAM

[IEEE TPAMI] Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation

ViTAE-Transformer /SAMRS

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

Vision-Intelligence-and-Robots-Group /Awesome-Segment-Anything

A collection of project, papers, and source code for Meta AI's Segment Anything Model (SAM) and related studies.

robustsam /RobustSAM

RobustSAM: Segment Anything Robustly on Degraded Images (CVPR 2024 Highlight)

czg1225 /SlimSAM

[NeurIPS 2024] SlimSAM: 0.1% Data Makes Segment Anything Slim

mazurowski-lab /segment-anything-medical-evaluation

Code for "Segment Anything Model for Medical Image Analysis: an Experimental Study" in Medical Image Analysis

mazurowski-lab /SegmentAnyBone

SegmentAnyBone：一个可在 MRI 上分割任意位置任意骨骼的通用模型

zhangbaijin /Wakeup-Darkness

[ACM TOMM] 🎉Wakeup-Darkness: When Multimodal Meets Unsupervised Low-light Image Enhancement

SauravMaheshkar /samv2

CPU compatible fork of the official SAMv2 implementation aimed at more accessible and documented tutorials

sunu /SAM-in-Browser

A PoC to run Segment Anything Model (SAM) entirely in the browser without any backend