GuoleiSun / Awesome-SAM2Links
This repo aims to include materials (papers, codes, slides) about SAM2 (segment anything in images and videos). We are continuously improving the project. Welcome to PR the works (papers, repos) that are missed.
☆134Updated 2 months ago
Alternatives and similar repositories for Awesome-SAM2
Users that are interested in Awesome-SAM2 are comparing it to the libraries listed below
Sorting:
- ☆131Updated last year
- [ICLR 2025 oral] RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything☆266Updated 8 months ago
- [AAAI 2026] Code for "SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation".☆153Updated last month
- [CVPR 2025] "A Distractor-Aware Memory for Visual Object Tracking with SAM2"☆448Updated 2 months ago
- [CVPR 2025 Highlight] Official repository for the paper: "SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation"☆356Updated 3 months ago
- [ICCV 2025] Official repository of the paper "Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabular…☆157Updated last month
- The official implementation of "Segment Anything with Multiple Modalities".☆108Updated last year
- [WACV 2025] Efficient Video Object Segmentation via Modulated Cross-Attention Memory☆59Updated 10 months ago
- [ICCV2025] Harnessing CLIP, DINO and SAM for Open Vocabulary Segmentation☆101Updated last month
- DVIS: Decoupled Video Instance Segmentation Framework☆158Updated last year
- [NeurIPS 2024] Code release for "Segment Anything without Supervision"☆494Updated last month
- [CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).☆506Updated 2 months ago
- [CVPR 2024] Official implementation of "VRP-SAM: SAM with Visual Reference Prompt"☆168Updated last year
- [CVPR2025] Project for "HyperSeg: Towards Universal Visual Segmentation with Large Language Model".☆177Updated last year
- [CVPR 2025] Official repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"☆119Updated 2 months ago
- Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)☆394Updated 2 months ago
- The Missing Point in Vision Transformers for Universal Image Segmentation☆56Updated last month
- Official Repo for PosSAM: Panoptic Open-vocabulary Segment Anything☆70Updated last year
- Official code for CAVIS: Context-Aware Video Instance Segmentation☆93Updated 3 months ago
- official repository of CVPR 2024 paper, RMem: Restricted Memory Banks Improve Video Object Segmentation☆52Updated 10 months ago
- Official implementation of 'CLIP-DINOiser: Teaching CLIP a few DINO tricks' paper.☆268Updated last year
- [ICLR'24 & IJCV‘25] Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching☆539Updated 3 weeks ago
- [TPAMI2025&CVPR2024] Official Pytorch Implementation of SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation.☆187Updated last year
- ☆71Updated 2 years ago
- [ACM MM 2024] WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition☆57Updated 8 months ago
- This repository represents the official implementation of the paper titled "Towards Generalizable Scene Change Detection (CVPR 2025)".☆64Updated 3 weeks ago
- One summary of efficient segment anything models☆112Updated last year
- Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future☆209Updated 8 months ago
- [ICLR 2025] SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement☆76Updated 8 months ago
- [CVPR 2025] DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception☆147Updated 6 months ago