This is an official repo for fine-tuning SAM to customized medical images.
☆281Oct 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…☆867Aug 5, 2023Updated 2 years ago
- Segment Anything Model for Medical Image Segmentation: Open-Source Project Summary☆1,118Apr 30, 2026Updated 2 months ago
- Segment Anything in Medical Images☆4,359May 7, 2025Updated last year
- SAM Adaptation using SVD☆12Jul 13, 2025Updated last year
- 🌌 Fine tune specific SAM model on any task☆230Sep 30, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"☆611Sep 2, 2023Updated 2 years ago
- A lightweight adapter bridges SAM with medical imaging [MedIA]☆1,321Sep 8, 2025Updated 10 months ago
- ☆44Oct 9, 2024Updated last year
- Medical SAM 2: Segment 3D Medical Images Via Segment Anything Model 2☆933Jan 6, 2025Updated last year
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆124Dec 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☆73Jun 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☆946Sep 21, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Efficient Semantic Fine-grained Prior Generation and Refinement Decoder Based on SAM for Improved Multi-organ Segmentation☆22Mar 26, 2025Updated last year
- ☆31Nov 11, 2024Updated last year
- ☆157Oct 7, 2025Updated 9 months ago
- [ICASSP 2025] Self-Prompting Polyp Segmentation in Colonoscopy Using Hybrid YOLO-SAM 2 Model☆85Nov 10, 2024Updated last year
- ☆38Oct 10, 2024Updated last year
- ☆49Apr 22, 2025Updated last year
- [VINT 2026] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation☆518Jan 16, 2026Updated 6 months ago
- Code for "FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images"☆113Mar 25, 2025Updated last year
- ☆21Oct 22, 2024Updated last year
- AI Agents on 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.
- 3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab☆16Feb 25, 2026Updated 5 months ago
- finetuning SAM with non-promptable decoder on medical images☆139Jul 18, 2023Updated 3 years ago
- [MICCAI 2024] Easy diffusion models (optionally with segmentation guidance) for medical images and beyond.☆220Jun 18, 2025Updated last year
- Single-image test-time domain adaptation for segmentation models.☆29Apr 16, 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…☆651Jun 8, 2026Updated last month
- Top 3 solution for CVPR24 SEGMENT ANYTHING IN MEDICAL IMAGES ON LAPTOP Challenge☆11Apr 8, 2025Updated last year
- Official implementation of SAM-Med2D☆1,133Jun 18, 2024Updated 2 years ago
- [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images☆93Jun 25, 2025Updated last year
- Segment Your Ring (SYR) - Segment Anything model adapted with LoRA to segment rings.☆146Jul 30, 2024Updated 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.
- ☆137Jun 26, 2024Updated 2 years ago
- ☆47Oct 22, 2024Updated last year
- One-Prompt to Segment All Medical Images [CVPR 2024]☆145Jun 14, 2024Updated 2 years ago
- 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
- sam-unet☆44Aug 19, 2024Updated last year
- This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).☆1,215Updated this week
- ☆276Apr 17, 2025Updated last year