This is an official repo for fine-tuning SAM to customized medical images.
☆279Oct 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…☆868Aug 5, 2023Updated 3 years ago
- Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary☆1,127Apr 30, 2026Updated 5 months ago
- Segment Anything in Medical Images☆4,416May 7, 2025Updated last year
- ☆44Oct 9, 2024Updated 2 years ago
- SAM Adaptation using SVD☆12Jul 13, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"☆610Sep 2, 2023Updated 3 years ago
- 🌌 Fine tune specific SAM model on any task☆226Sep 30, 2024Updated 2 years ago
- A lightweight adapter bridges SAM with medical imaging [MedIA]☆1,323Sep 8, 2025Updated last year
- Medical SAM 2: Segment 3D Medical Images Via Segment Anything Model 2☆934Jan 6, 2025Updated last year
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆129Dec 23, 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
- 3D Slicer extension for Segment Anything Model (SAM) developed by Meta☆75Jun 2, 2025Updated last year
- Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segment…☆13Apr 29, 2024Updated 2 years ago
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆966Sep 21, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Efficient Semantic Fine-grained Prior Generation and Refinement Decoder Based on SAM for Improved Multi-organ Segmentation☆23Mar 26, 2025Updated last year
- ☆31Nov 11, 2024Updated last year
- Segment Your Ring (SYR) - Segment Anything model adapted with LoRA to segment rings.☆148Jul 30, 2024Updated 2 years ago
- Code for "FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images"☆119Mar 25, 2025Updated last year
- ☆229Updated this week
- [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images☆94Jun 25, 2025Updated last year
- [ICASSP 2025] Self-Prompting Polyp Segmentation in Colonoscopy Using Hybrid YOLO-SAM 2 Model☆89Nov 10, 2024Updated last year
- Official implementation of SAM-Med2D☆1,138Jun 18, 2024Updated 2 years ago
- ☆37Oct 10, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆50Apr 22, 2025Updated last year
- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.☆224Jun 18, 2025Updated last year
- [VINT 2026] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation☆524Jan 16, 2026Updated 9 months ago
- ☆138Jun 26, 2024Updated 2 years ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆661Oct 8, 2026Updated last week
- ☆22Oct 22, 2024Updated last year
- finetuning SAM with non-promptable decoder on medical images☆139Jul 18, 2023Updated 3 years ago
- Training Segment Anything Model(SAM) by MetaAI from scratch and fine-tuning it with NDIS Park(Night and Day Instance Segmented Park) data…☆12Jun 21, 2025Updated last year
- 3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab☆16Feb 25, 2026Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Single-image test-time domain adaptation for segmentation models.☆29Apr 16, 2024Updated 2 years ago
- One-Prompt to Segment All Medical Images [CVPR 2024]☆145Jun 14, 2024Updated 2 years ago
- Top 3 solution for CVPR24 SEGMENT ANYTHING IN MEDICAL IMAGES ON LAPTOP Challenge☆11Apr 8, 2025Updated last year
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆433Oct 1, 2026Updated 2 weeks ago
- ☆49Oct 22, 2024Updated last year
- This repository contains the pytorch code for our CVPRW 2024 paper "Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-s…☆54Apr 18, 2024Updated 2 years ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆116Jun 4, 2024Updated 2 years ago