Alternatives and similar repositories for Awesome-SAM2

Users that are interested in Awesome-SAM2 are comparing it to the libraries listed below

• zhang-tao-whu / DVIS_Plus
  ☆129Updated last year
• TripleJoy / SAM2MOT
  [AAAI 2026] Code for "SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation".
  ☆144Updated this week
• xushilin1 / RMP-SAM
  [ICLR 2025 oral] RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
  ☆262Updated 7 months ago
• jovanavidenovic / DAM4SAM
  [CVPR 2025] "A Distractor-Aware Memory for Visual Object Tracking with SAM2"
  ☆435Updated 3 weeks ago
• ClaudiaCuttano / SAMWISE
  [CVPR 2025 Highlight] Official repository for the paper: "SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation"
  ☆345Updated last month
• lorebianchi98 / Talk2DINO
  [ICCV 2025] Official repository of the paper "Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabular…
  ☆136Updated this week
• zhang-tao-whu / DVIS
  DVIS: Decoupled Video Instance Segmentation Framework
  ☆154Updated last year
• tue-mps / eomt
  [CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).
  ☆476Updated 2 weeks ago
• RobvanGastel / dinov3-finetune
  Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)
  ☆344Updated 3 weeks ago
• congvvc / HyperSeg
  [CVPR2025] Project for "HyperSeg: Towards Universal Visual Segmentation with Large Language Model".
  ☆175Updated 11 months ago
• YuHengsss / Trident
  [ICCV2025] Harnessing CLIP, DINO and SAM for Open Vocabulary Segmentation
  ☆90Updated 4 months ago
• weihao1115 / mm-sam
  The official implementation of "Segment Anything with Multiple Modalities".
  ☆106Updated last year
• syp2ysy / VRP-SAM
  [CVPR 2024] Official implementation of "VRP-SAM: SAM with Visual Reference Prompt"
  ☆162Updated last year
• Vibashan / PosSAM
  Official Repo for PosSAM: Panoptic Open-vocabulary Segment Anything
  ☆69Updated last year
• hustvl / MaskAdapter
  [CVPR 2025] Official repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"
  ☆112Updated 3 weeks ago
• czg1225 / Awesome-Efficient-Segment-Anything
  One summary of efficient segment anything models
  ☆110Updated last year
• iSEE-Laboratory / LLMDet
  (CVPR 2025 highlight✨) Official repository of paper "LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of La…
  ☆482Updated 2 months ago
• seanzhuh / Awesome-Open-Vocabulary-Detection-and-Segmentation
  Awesome OVD-OVS - A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future
  ☆204Updated 7 months ago
• fanq15 / Stable-SAM
  ☆69Updated last year
• Amshaker / MAVOS
  [WACV 2025] Efficient Video Object Segmentation via Modulated Cross-Attention Memory
  ☆58Updated 8 months ago
• wanghao9610 / X-SAM
  X-SAM: From Segment Anything to Any Segmentation (AAAI2026)
  ☆315Updated last week
• frank-xwang / UnSAM
  [NeurIPS 2024] Code release for "Segment Anything without Supervision"
  ☆490Updated 2 weeks ago
• Restricted-Memory / RMem
  official repository of CVPR 2024 paper, RMem: Restricted Memory Banks Improve Video Object Segmentation
  ☆51Updated 9 months ago
• sajjad-sh33 / ViT-P
  The Missing Point in Vision Transformers for Universal Image Segmentation
  ☆55Updated this week
• Seung-Hun-Lee / CAVIS
  Official code for CAVIS: Context-Aware Video Instance Segmentation
  ☆91Updated last month
• aim-uofa / Matcher
  [ICLR'24 & IJCV‘25] Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
  ☆532Updated 11 months ago
• Zhao-Yian / GraCo
  [CVPR 2024 Highlight] Official GraCo: Granularity-Controllable Interactive Segmentation.
  ☆60Updated 8 months ago
• ClaudiaCuttano / SANSA
  [NeurIPS 2025 Spotlight] "SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation."
  ☆131Updated this week
• xiaomoguhz / DeCLIP
  [CVPR 2025] DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception
  ☆142Updated 5 months ago
• MaybeShewill-CV / segment-anything-u-specify
  using clip and sam to segment any instance you specify with text prompt of any instance names
  ☆180Updated 2 years ago