Alternatives and similar repositories for SlimSAM

Users that are interested in SlimSAM are comparing it to the libraries listed below

• frank-xwang / UnSAM
  [NeurIPS 2024] Code release for "Segment Anything without Supervision"
  ☆482Updated this week
• robustsam / RobustSAM
  RobustSAM: Segment Anything Robustly on Degraded Images (CVPR 2024 Highlight)
  ☆358Updated last year
• hustvl / EVF-SAM
  Official code of "EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model"
  ☆467Updated 5 months ago
• xinghaochen / TinySAM
  [AAAI 2025] Official PyTorch implementation of "TinySAM: Pushing the Envelope for Efficient Segment Anything Model"
  ☆511Updated 7 months ago
• UX-Decoder / DINOv
  [CVPR 2024] Official implementation of the paper "Visual In-context Learning"
  ☆497Updated last year
• aim-uofa / Matcher
  [ICLR'24] Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
  ☆521Updated 9 months ago
• xushilin1 / RMP-SAM
  [ICLR 2025 oral] RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
  ☆262Updated 5 months ago
• RockeyCoss / Prompt-Segment-Anything
  This is an implementation of zero-shot instance segmentation using Segment Anything.
  ☆314Updated 2 years ago
• czg1225 / Awesome-Efficient-Segment-Anything
  One summary of efficient segment anything models
  ☆106Updated last year
• bytedance / coconut_cvpr2024
  ☆190Updated 3 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
  ☆177Updated 2 years ago
• berkeley-hipie / HIPIE
  [NeurIPS2023] Code release for "Hierarchical Open-vocabulary Universal Image Segmentation"
  ☆291Updated 2 months ago
• baaivision / tokenize-anything
  [ECCV 2024] Tokenize Anything via Prompting
  ☆594Updated 9 months ago
• yformer / EfficientTAM
  Efficient Track Anything
  ☆629Updated 8 months ago
• segments-ai / panoptic-segment-anything
  Combining Segment Anything (SAM) with Grounded DINO for zero-shot object detection and CLIPSeg for zero-shot segmentation
  ☆423Updated last year
• KBH00 / Semantic-Fast-SAM
  SSA + FastSAM/Semantic Fast Segment Anything , or Fast Semantic Segment Anything
  ☆106Updated 3 months ago
• Curt-Park / segment-anything-with-clip
  Segment Anything combined with CLIP
  ☆347Updated last year
• bytedance / fc-clip
  [NeurIPS 2023] This repo contains the code for our paper Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convoluti…
  ☆326Updated last year
• merveenoyan / siglip
  Projects based on SigLIP (Zhai et. al, 2023) and Hugging Face transformers integration 🤗
  ☆274Updated 6 months ago
• tue-mps / eomt
  [CVPR 2025 Highlight] Official code and models for Encoder-only Mask Transformer (EoMT).
  ☆359Updated last month
• OPPOMKLab / recognize-anything
  Codebase for the Recognize Anything Model (RAM)
  ☆83Updated last year
• ylqi / Count-Anything
  This method uses Segment Anything and CLIP to ground and count any object that matches a custom text prompt, without requiring any point …
  ☆170Updated 2 years ago
• wysoczanska / clip_dinoiser
  Official implementation of 'CLIP-DINOiser: Teaching CLIP a few DINO tricks' paper.
  ☆258Updated 10 months ago
• autodistill / autodistill-grounded-sam-2
  Use Segment Anything 2, grounded with Florence-2, to auto-label data for use in training vision models.
  ☆128Updated last year
• jovanavidenovic / DAM4SAM
  [CVPR 2025] "A Distractor-Aware Memory for Visual Object Tracking with SAM2"
  ☆379Updated 2 months ago
• FoundationVision / UniRef
  [ICCV2023] Segment Every Reference Object in Spatial and Temporal Spaces
  ☆238Updated 7 months ago
• IDEA-Research / RexSeek
  [ICCV2025] Referring any person or objects given a natural language description. Code base for RexSeek and HumanRef Benchmark
  ☆157Updated 5 months ago
• hujiecpp / YOSO
  Code release for paper "You Only Segment Once: Towards Real-Time Panoptic Segmentation" [CVPR 2023]
  ☆280Updated 2 years ago
• uncbiag / SimpleClick
  SimpleClick: Interactive Image Segmentation with Simple Vision Transformers (ICCV 2023)
  ☆241Updated last month
• luca-medeiros / lightning-sam
  Fine-tune Segment-Anything Model with Lightning Fabric.
  ☆557Updated last year