Alternatives and similar repositories for segment-anything-fine-tuning

Users that are interested in segment-anything-fine-tuning are comparing it to the libraries listed below

• 11yxk / SAM-LST
  Pytorch implementation of paper Ladder Fine-tuning approach for SAM integrating complementary network.
  ☆94Updated 2 years ago
• xhu248 / AutoSAM
  finetuning SAM with non-promptable decoder on medical images
  ☆137Updated 2 years ago
• sajjad-sh33 / YOLO_SAM2
  [ICASSP 2025] Self-Prompting Polyp Segmentation in Colonoscopy Using Hybrid YOLO-SAM 2 Model
  ☆75Updated last year
• Qsingle / LearnablePromptSAM
  Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation
  ☆97Updated 2 years ago
• bhpfelix / segment-anything-finetuner
  Simple Finetuning Starter Code for Segment Anything
  ☆139Updated 2 years ago
• MathieuNlp / Sam_LoRA
  Segment Your Ring (SYR) - Segment Anything model adapted with LoRA to segment rings.
  ☆128Updated last year
• PeterYYZhang / few-shot-self-prompt-SAM
  This is the official repo for "Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation"
  ☆98Updated 5 months ago
• baibizhe / Awesome-SAM
  This repo collects the research resources based on SAM(Segment Anything Model) proposed by Meta AI. If you would like to contribute, plea…
  ☆46Updated 2 years ago
• zifuwanggg / JDTLosses
  [NeurIPS & MICCAI 2023] Optimization with JDTLoss and Evaluation with Fine-grained Metrics for Semantic Segmentation
  ☆56Updated last year
• ZhenYangCS / Mask2Former_DINOv2
  将Mask2Former的backbone替换成DINOv2训练好的ViT模型
  ☆30Updated 2 years ago
• anthonyweidai / SvANet
  Official implementation of "Exploiting Scale-Variant Attention for Segmenting Small Medical Objects"
  ☆55Updated last month
• DragonDescentZerotsu / SSM-SAM
  Code for WACV 2024, Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning
  ☆44Updated last year
• importZL / BLO-SAM
  ☆43Updated last year
• xzz2 / pa-sam
  PA-SAM: Prompt Adapter SAM for High-quality Image Segmentation
  ☆96Updated last year
• ESandML / FCBFormer
  Official code repository for: FCN-Transformer Feature Fusion for Polyp Segmention (MIUA 2022 paper)
  ☆74Updated last year
• xmed-lab / AllSpark
  CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
  ☆82Updated 5 months ago
• nobodyplayer1 / VM-UNetV2
  ☆114Updated last year
• YilmazKadir / Segmentation_Losses
  Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
  ☆69Updated last year
• CheneyXuYiMin / SAM2DINO-Seg
  ☆18Updated 7 months ago
• ShengtianSang / AFMA
  ☆67Updated 2 years ago
• maoyangou147 / TS-SAM
  ☆46Updated last year
• NUS-Tim / MedAugment
  ☆82Updated last year
• talshaharabany / AutoSAM
  AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder
  ☆46Updated 4 months ago
• LiheYoung / UniMatch-V2
  [TPAMI 2025] UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
  ☆171Updated 10 months ago
• zzubqh / Mask2Former-Simplify
  ☆165Updated last year
• JayParanjape / biastuning
  biastuning for SAM on medical datasets
  ☆48Updated last year
• jlcsilva / segmentation_models.pytorch
  Segmentation models with pretrained backbones. PyTorch.
  ☆36Updated 3 years ago
• yifangao112 / DeSAM
  [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.
  ☆131Updated 10 months ago
• zhang-haojie / wesam
  [CVPR 2024] Code for "Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adapta…
  ☆175Updated last year
• cv516Buaa / MMOTU_DS2Net
  ☆32Updated 3 months ago