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.
โ157Oct 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.โ31Aug 30, 2025Updated last year
- ๐ฅ Latest advances in Video Object Segmentation (VOS) โ papers, datasets, and projects.โ525Jul 13, 2026Updated 3 months ago
- [AAAI 2026] Code for "SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation".โ183Nov 18, 2025Updated 11 months ago
- [NeurIPS 2025] CamSAM2: Segment Anything Accurately in Camouflaged Videosโ21Nov 19, 2025Updated 11 months ago
- Official Code for: "DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency"โ58Dec 26, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways โข AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2025, IJCV 2026] "A Distractor-Aware Memory for Visual Object Tracking with SAM2", "Distractor-Aware Memory-Based Visual Object Traโฆโ503Sep 25, 2026Updated last month
- [MICCAI 2025 Spotlight] PathVG: A New Benchmark and Dataset for Pathology Visual Groundingโ15Dec 23, 2025Updated 10 months ago
- Official implementation of "HiERO: understanding the hierarchy of human behavior enhances reasoning on egocentric videos", accepted at ICโฆโ17May 22, 2026Updated 5 months ago
- โ14May 10, 2024Updated 2 years ago
- [CVPR 2026 Highlight ๐ฅ] PET-DINO: Unifying Visual Cues into Grounding DINO with Prompt-Enriched Trainingโ67May 6, 2026Updated 5 months ago
- Official repository for ICCV23 paper "Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition"โ24Nov 9, 2023Updated 2 years ago
- [CVPR 2025] SAM-I2Vโ40Jan 2, 2026Updated 9 months ago
- Code for ICCV 2023 work "Generalized Few-Shot Point Cloud Segmentation Via Geometric Words"โ14Sep 26, 2023Updated 3 years ago
- โ55Jan 6, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient โข AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Decoupled Memory Selection for Multi-target Video Segmentation of SAM3โ63Jan 16, 2026Updated 9 months ago
- Official repository for LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMsโ18May 19, 2026Updated 5 months ago
- Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Promptsโ1,556May 17, 2026Updated 5 months ago
- Official Implementation of ECCV2024 paper: SLAckโ29Sep 18, 2024Updated 2 years ago
- โ35Jul 4, 2024Updated 2 years ago
- Official code for ECCV 2022 paperโ31Jun 7, 2024Updated 2 years ago
- โ21Oct 6, 2025Updated last year
- [CVPR 2026] Official code and models for Video Encoder-only Mask Transformer (VidEoMT).โ272Sep 4, 2026Updated last month
- [ECCV'26] Map-Det3D: Metric Feed-Forward 3D Reconstruction Prior for Multi-view 3D Object Detection from Streaming Inputsโ56Sep 29, 2026Updated last month
- End-to-end encrypted cloud storage - Proton Drive โข AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Optimized Depth Anything 3 wrapper โ metric depth, point clouds, camera poses and 3DGS from any images.โ39Dec 3, 2025Updated 10 months ago
- [MICCAI 2024 Oral] SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentationโ51Dec 23, 2024Updated last year
- The official code of our CVPR2025 paper: "Segment Any-Quality Images with Generative Latent Space Enhancement".โ44Sep 27, 2025Updated last year
- Depth-Aware Concealed Crop Detection in Dense Agricultural Scenes, CVPR 2024โ48Nov 27, 2024Updated last year
- EfficientSAM3 compresses SAM3 into lightweight, edge-friendly models via progressive knowledge distillation for fast promptable concept sโฆโ701Aug 11, 2026Updated 2 months ago
- [NeurIPS2025 Spotlight ๐ฅ ] Official implementation of ๐ธ "UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Languโฆโ287Nov 5, 2025Updated 11 months ago
- Official Repository for "Communication Efficient Federated Learning with Generalized Heavy-Ball Momentum", accepted at TMLR 2025โ28Jul 14, 2025Updated last year
- [CVPR 2025 Highlight] v-CLR: View-Consistent Learning for Open-World Instance Segmentationโ20May 31, 2026Updated 5 months ago
- Training Vision Transformers for Semi-Supervised Semantic Segmentationโ17Nov 3, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways โข AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The repository provides code for training/fine tune the Meta Segment Anything Model 2 (SAM 2)โ301Sep 5, 2024Updated 2 years ago
- Segment Anything Model for Medical Image Segmentation: Open-Source Project Summaryโ1,128Apr 30, 2026Updated 6 months ago
- The official implementation of "Segment Anything with Multiple Modalities".โ118Sep 1, 2024Updated 2 years ago
- A CPU 3D Reconstruction pipeline using COLMAP and OpenMVSโ20Nov 5, 2025Updated 11 months ago
- (TIP 2025, CCF-A) Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenterโ59Jul 5, 2026Updated 3 months ago
- This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).โ1,229Oct 24, 2026Updated last week
- ๐ฎ UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)โ258Jan 4, 2026Updated 9 months ago