Alternatives and similar repositories for AutoSAM

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

• 11yxk / SAM-LST
  Pytorch implementation of paper Ladder Fine-tuning approach for SAM integrating complementary network.
  ☆93Updated last year
• Qsingle / LearnablePromptSAM
  Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation
  ☆92Updated last year
• dengxl0520 / MemSAM
  [CVPR 2024 Oral] MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation.
  ☆163Updated 10 months ago
• yifangao112 / DeSAM
  [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.
  ☆126Updated 4 months ago
• PeterYYZhang / few-shot-self-prompt-SAM
  This is the official repo for "Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation"
  ☆93Updated last year
• JayParanjape / biastuning
  biastuning for SAM on medical datasets
  ☆45Updated last year
• talshaharabany / AutoSAM
  AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder
  ☆41Updated last year
• sajjad-sh33 / YOLO_SAM2
  [ICASSP 2025] Self-Prompting Polyp Segmentation in Colonoscopy Using Hybrid YOLO-SAM 2 Model
  ☆62Updated 6 months ago
• SuperMedIntel / one-prompt
  the official repository for CVPR 2024 paper "One-Prompt to Segment All Medical Images"
  ☆126Updated 11 months ago
• xianlin7 / SAMUS
  ☆213Updated last month
• King-HAW / GMS
  [AAAI 2025] Official repository of Generative Medical Segmentation
  ☆57Updated 5 months ago
• ShellRedia / SAM-OCTA
  ☆39Updated 6 months ago
• Cccccczh404 / H-SAM
  ☆114Updated 11 months ago
• wenxi-yue / SurgicalSAM
  [AAAI2024] Official implementation of SurgicalSAM
  ☆100Updated 4 months ago
• ZhenZHAO / AugSeg
  [CVPR'23] Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation
  ☆121Updated last year
• CUHK-AIM-Group / UN-SAM
  [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images
  ☆75Updated 3 weeks ago
• mazurowski-lab / finetune-SAM
  This is an official repo for fine-tuning SAM to customized medical images.
  ☆202Updated 7 months ago
• WuJunde / PromptUNet
  Interactive Medical Image Segmentation
  ☆59Updated 9 months ago
• lin-tianyu / Stable-Diffusion-Seg
  [MICCAI 2024] Codebase for "Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process"
  ☆96Updated 3 months ago
• taozh2017 / Awesome-Polyp-Segmentation
  ☆166Updated 8 months ago
• xmed-lab / AllSpark
  CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
  ☆81Updated last year
• HealthX-Lab / MedCLIP-SAM
  Official implementation of MedCLIP-SAM (MICCAI 2024)
  ☆95Updated 7 months ago
• ucwxb / I-MedSAM
  [ECCV2024] I-MedSAM: Implicit Medical Image Segmentation with Segment Anything
  ☆53Updated 10 months ago
• yeerwen / UniSeg
  MICCAI 2023 Paper (Early Acceptance)
  ☆184Updated last year
• 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…
  ☆45Updated last year
• Luffy03 / Large-Scale-Medical
  [CVPR 2024 Extension] 160K volumes (42M slices) datasets, 31M-1.2B pre-trained models, various pre-training recipes, 50+ downstream tasks…
  ☆161Updated 2 months ago
• nobodyplayer1 / VM-UNetV2
  ☆103Updated last year
• JamesQFreeman / Sam_LoRA
  Low rank adaptation for segmentation anything model (SAM)
  ☆225Updated last year
• xmindflow / DermoSegDiff
  [MICCAI 2023] DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation
  ☆74Updated 11 months ago
• DragonDescentZerotsu / SSM-SAM
  Code for WACV 2024, Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning
  ☆37Updated 11 months ago