This is an official repo for fine-tuning SAM to customized medical images.
☆273Oct 18, 2024Updated last year
Alternatives and similar repositories for finetune-SAM
Users that are interested in finetune-SAM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fine-tune SAM (Segment Anything Model) for computer vision tasks such as semantic segmentation, matting, detection ... in specific scena…☆861Aug 5, 2023Updated 2 years ago
- Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary☆1,076Nov 5, 2025Updated 4 months ago
- SAM Adaptation using SVD☆12Jul 13, 2025Updated 8 months ago
- Segment Anything in Medical Images☆4,157May 7, 2025Updated 10 months ago
- 🌌 Fine tune specific SAM model on any task☆219Sep 30, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"☆593Sep 2, 2023Updated 2 years ago
- A lightweight adapter bridges SAM with medical imaging [MedIA]☆1,291Sep 8, 2025Updated 6 months ago
- ☆45Oct 9, 2024Updated last year
- Medical SAM 2: Segment 3D Medical Images Via Segment Anything Model 2☆912Jan 6, 2025Updated last year
- ☆20Oct 22, 2024Updated last year
- Single-image test-time domain adaptation for segmentation models.☆26Apr 16, 2024Updated last year
- A PyTorch code implemented for D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation.☆12Oct 26, 2022Updated 3 years ago
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆123Dec 23, 2024Updated last year
- Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segment…☆11Apr 29, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 3D Slicer extension for Segment Anything Model (SAM) developed by Meta☆71Jun 2, 2025Updated 9 months ago
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆880Sep 21, 2025Updated 6 months ago
- ☆26Nov 11, 2024Updated last year
- ☆45Apr 22, 2025Updated 11 months ago
- This repository provides a 3D implementation of DINOv2 for self-supervised pretraining on volumetric (3D) medical images using Lightly, M…☆52Updated this week
- [ICASSP 2025] Self-Prompting Polyp Segmentation in Colonoscopy Using Hybrid YOLO-SAM 2 Model☆83Nov 10, 2024Updated last year
- [VINT 2026] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation☆495Jan 16, 2026Updated 2 months ago
- This is the official implementation of SLM-SAM 2☆23Oct 29, 2025Updated 5 months ago
- finetuning SAM with non-promptable decoder on medical images☆138Jul 18, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.☆211Jun 18, 2025Updated 9 months ago
- Training Segment Anything Model(SAM) by MetaAI from scratch and fine-tuning it with NDIS Park(Night and Day Instance Segmented Park) data…☆13Jun 21, 2025Updated 9 months ago
- Code for "FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images"☆108Mar 25, 2025Updated last year
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆635Oct 27, 2025Updated 5 months ago
- Top 3 solution for CVPR24 SEGMENT ANYTHING IN MEDICAL IMAGES ON LAPTOP Challenge☆10Apr 8, 2025Updated 11 months ago
- Efficient Semantic Fine-grained Prior Generation and Refinement Decoder Based on SAM for Improved Multi-organ Segmentation☆21Mar 26, 2025Updated last year
- [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images☆89Jun 25, 2025Updated 9 months ago
- ☆38Oct 10, 2024Updated last year
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆288Dec 29, 2025Updated 3 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [IEEE TIP 2025] This repo is the official implementation of "STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation"☆24Jul 17, 2025Updated 8 months ago
- Official implementation of SAM-Med2D☆1,096Jun 18, 2024Updated last year
- ☆43Oct 22, 2024Updated last year
- MONAI Versatile Imaging Segmentation and Annotation☆270Updated this week
- Segment Your Ring (SYR) - Segment Anything model adapted with LoRA to segment rings.☆142Jul 30, 2024Updated last year
- This is an official repo for the paper of "Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?"☆36Aug 14, 2025Updated 7 months ago
- This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).☆1,215Mar 23, 2026Updated last week