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.
☆156Oct 1, 2025Updated last year
Alternatives and similar repositories for Awesome-SAM2
Users that are interested in Awesome-SAM2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official implementation of work HiM2SAM in PRCV25.☆31Aug 30, 2025Updated last year
- [CVPR 2025 Highlight] "SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation"☆386Sep 25, 2025Updated last year
- [AAAI 2026] Code for "SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation".☆183Nov 18, 2025Updated 10 months ago
- This repository contains download links to dataset, code snippets, and trained deep models of our work "Multimodal SAM-Adapter for Seman…☆20Sep 17, 2025Updated last year
- [NeurIPS 2025] CamSAM2: Segment Anything Accurately in Camouflaged Videos☆21Nov 19, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Code for: "DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency"☆58Dec 26, 2025Updated 9 months ago
- ☆12Mar 28, 2024Updated 2 years ago
- [CVPR 2025, IJCV 2026] "A Distractor-Aware Memory for Visual Object Tracking with SAM2", "Distractor-Aware Memory-Based Visual Object Tra…☆502Sep 25, 2026Updated 2 weeks ago
- Official repository for ICCV23 paper "Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition"☆24Nov 9, 2023Updated 2 years ago
- Official implementation of "HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos", accepted at IC…☆17May 22, 2026Updated 4 months ago
- [CVPR 2025] SAM-I2V☆40Jan 2, 2026Updated 9 months ago
- Decoupled Memory Selection for Multi-target Video Segmentation of SAM3☆63Jan 16, 2026Updated 8 months ago
- ☆55Jan 6, 2025Updated last year
- Official code for ECCV 2022 paper☆31Jun 7, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆21Oct 6, 2025Updated last year
- OpenSUN3D Workshop Challenge - CVPR '24☆16May 31, 2024Updated 2 years ago
- Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation☆19Nov 12, 2025Updated 10 months ago
- This repository contains code for deploying a Gradio application using the SAM2 model for video processing. The application allows users …☆47Sep 24, 2024Updated 2 years ago
- EfficientSAM3 compresses SAM3 into lightweight, edge-friendly models via progressive knowledge distillation for fast promptable concept s…☆691Aug 11, 2026Updated last month
- The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading t…☆11,904Updated this week
- [ICCV 2025] SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree☆573Aug 14, 2026Updated last month
- Medical SAM3: A Foundation Model for Universal Prompt-Driven Medical Image Segmentation☆230Sep 8, 2026Updated last month
- Official code "Taming SAM3 under Distribution Shift: ConceptBank for Support-Assisted Open-Vocabulary Segmentation"☆149Aug 14, 2026Updated last month
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Training Vision Transformers for Semi-Supervised Semantic Segmentation☆17Nov 3, 2025Updated 11 months ago
- [CVPR 2025 Highlight] v-CLR: View-Consistent Learning for Open-World Instance Segmentation☆20May 31, 2026Updated 4 months ago
- Awesome video instance segmentation papers☆59Sep 27, 2026Updated last week
- Depth-Aware Concealed Crop Detection in Dense Agricultural Scenes, CVPR 2024☆47Nov 27, 2024Updated last year
- The official code of our CVPR2025 paper: "Segment Any-Quality Images with Generative Latent Space Enhancement".☆44Sep 27, 2025Updated last year
- ☆18Oct 19, 2025Updated 11 months ago
- Official Repository for "Communication Efficient Federated Learning with Generalized Heavy-Ball Momentum", accepted at TMLR 2025☆28Jul 14, 2025Updated last year
- [CVPR 2026] Official code and models for Video Encoder-only Mask Transformer (VidEoMT).☆268Sep 4, 2026Updated last month
- [ICLR 2026] Official repo for S3OD: Towards Generalizable Salient Object Detection with Synthetic Data☆50Jun 3, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2026] Official implementation of "SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction"☆301Mar 27, 2026Updated 6 months ago
- MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation☆45Nov 4, 2025Updated 11 months ago
- Code for the paper "AMEGO: Active Memory from long EGOcentric videos" published at ECCV 2024☆47Dec 7, 2024Updated last year
- Official repository of "Deep Image Composition Meets Image Forgery"☆13May 30, 2024Updated 2 years ago
- [NeurIPS-W 2025] Official Implementation of "Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning"☆73Jul 1, 2025Updated last year
- Code Release for ECCV 2024, "PCF-Lift: Panoptic Lifting by Probabilistic Contrastive Fusion"☆21Mar 23, 2025Updated last year
- ☆37Oct 10, 2024Updated 2 years ago