Alternatives and similar repositories for SAM2-UNet:

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

• mazurowski-lab / finetune-SAM
  This is an official repo for fine-tuning SAM to customized medical images.
  ☆160Updated 3 months ago
• hitachinsk / SAMed
  The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"
  ☆510Updated last year
• dengxl0520 / MemSAM
  [CVPR 2024 Oral] MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation.
  ☆146Updated 6 months ago
• xhu248 / AutoSAM
  finetuning SAM with non-promptable decoder on medical images
  ☆121Updated last year
• MrBlankness / LightM-UNet
  Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"
  ☆340Updated 10 months ago
• JiarunLiu / Swin-UMamba
  Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
  ☆272Updated 10 months ago
• wurenkai / UltraLight-VM-UNet
  [arXiv] The official code for "UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation".
  ☆248Updated 6 months ago
• yaoppeng / U-Net_v2
  ☆226Updated last year
• xianlin7 / SAMUS
  ☆185Updated last year
• zhang-haojie / wesam
  [CVPR 2024] Code for "Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adapta…
  ☆153Updated 5 months ago
• JCruan519 / VM-UNet
  (ARXIV24) This is the official code repository for "VM-UNet: Vision Mamba UNet for Medical Image Segmentation".
  ☆568Updated 7 months ago
• SuperMedIntel / Medical-SAM2
  Medical SAM 2: Segment Medical Images As Video Via Segment Anything Model 2
  ☆587Updated last month
• JamesQFreeman / Sam_LoRA
  Low rank adaptation for segmentation anything model (SAM)
  ☆210Updated 9 months ago
• ge-xing / SegMamba
  SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
  ☆413Updated 8 months ago
• LiheYoung / UniMatch-V2
  [TPAMI 2025] UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation
  ☆98Updated last month
• nobodyplayer1 / VM-UNetV2
  ☆92Updated 11 months ago
• sagieppel / fine-tune-train_segment_anything_2_in_60_lines_of_code
  The repository provides code for training/fine tune the Meta Segment Anything Model 2 (SAM 2)
  ☆177Updated 5 months ago
• BBBBchan / Awesome-Semi-Supervised-Semantic-Segmentation
  A summary of recent semi-supervised semantic segmentation methods
  ☆197Updated last month
• wenxi-yue / SurgicalSAM
  [AAAI2024] Official implementation of SurgicalSAM
  ☆84Updated last month
• SLDGroup / EMCAD
  ☆159Updated last month
• xmed-lab / AllSpark
  CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
  ☆73Updated 10 months ago
• 11yxk / SAM-LST
  Pytorch implementation of paper Ladder Fine-tuning approach for SAM integrating complementary network.
  ☆89Updated last year
• ziyangwang007 / Mamba-UNet
  Mamba-UNet Zoo
  ☆545Updated 5 months ago
• MediaBrain-SJTU / MVFA-AD
  [CVPR2024 Highlight] Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
  ☆168Updated 10 months ago
• aimansnigdha / Ambiguous-Medical-Image-Segmentation-using-Diffusion-Models
  Accepted in CVPR 2023
  ☆196Updated last year
• w1oves / Rein
  [CVPR 2024] Official implement of <Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segme…
  ☆305Updated 3 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"
  ☆88Updated last year
• MathieuNlp / Sam_LoRA
  Segment Your Ring (SYR) - Segment Anything model adapted with LoRA to segment rings.
  ☆94Updated 6 months ago
• Linwei-Chen / FreqFusion
  TPAMI：Frequency-aware Feature Fusion for Dense Image Prediction
  ☆342Updated this week
• Qsingle / LearnablePromptSAM
  Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation
  ☆86Updated last year