mazurowski-lab / finetune-SAMLinks
This is an official repo for fine-tuning SAM to customized medical images.
☆239Updated 10 months ago
Alternatives and similar repositories for finetune-SAM
Users that are interested in finetune-SAM are comparing it to the libraries listed below
Sorting:
- [ECCV 2024] ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Medical Image☆190Updated last month
- The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"☆558Updated last year
- ☆231Updated 4 months ago
- MedSAM2: Segment Anything in 3D Medical Images and Videos☆291Updated last month
- Codes and models for Medical Image Analysis (MIA) 2023 paper. Segment Anything Model for Medical Images?.☆161Updated 10 months ago
- the official repository for CVPR 2024 paper "One-Prompt to Segment All Medical Images"☆133Updated last year
- Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )☆121Updated last year
- finetuning SAM with non-promptable decoder on medical images☆134Updated 2 years ago
- UniverSeg: Universal Medical Image Segmentation☆559Updated 2 years ago
- PyTorch implementation for MA-SAM☆162Updated 2 weeks ago
- Official Implementation of SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation (CVPR/W 2024)☆165Updated last week
- [AAAI2024] Official implementation of SurgicalSAM☆108Updated last month
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆331Updated 11 months ago
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆145Updated last year
- [ICCVW 2025] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation☆401Updated 3 weeks ago
- Official implementation of MedCLIP-SAM (MICCAI 2024)☆111Updated last month
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆338Updated 4 months ago
- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.☆183Updated 2 months ago
- [CVPR 2024 Oral] MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation.☆165Updated last year
- MedSeg: Medical Image Segmentation GUI Toolbox 可视化医学图像分割工具箱☆265Updated 11 months ago
- [IEEE TMI-2024] UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation☆468Updated last year
- ☆21Updated 9 months ago
- [ISBI 2024] An implementation of SAM3D which adapts Segment Anything Model for Volumetric Medical Image Segmentation☆70Updated last year
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆189Updated last year
- [CVPR 2024 Extension] 160K volumes (42M slices) datasets, various pre-training recipes, 50+ downstream tasks implementation☆180Updated 5 months ago
- Accepted in CVPR 2023☆210Updated 2 years ago
- Medical SAM 2: Segment Medical Images As Video Via Segment Anything Model 2☆804Updated 7 months ago
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆359Updated 7 months ago
- Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation☆97Updated 2 years ago
- A novel segmentation model termed Swin UNEt TRansformers (Swin UNETR). Specially for the task of 3D semantic segmentation.☆54Updated 2 years ago