MONAILabel
MONAI Label is an intelligent open source image labeling and learning tool.
Archived This repository is archived: read-only and no longer maintained.
Fork A fork of Project-MONAI/MONAILabel; the README may describe the upstream project.
Overview
MONAI Label is a server-client system that facilitates interactive medical image annotation by using AI. It is an open-source and easy-to-install ecosystem that can run locally on a machine with single or multiple GPUs. Both server and client work on the same/different machine. It shares the same principles with MONAI. Refer to full MONAI Label documentations for more details.
MONAI Label with visualization tools 3D Slicer, OHIF, DSA, QuPath, CVAT etc..
The codebase is currently under active development.
Radiology App This app has example models to do both interactive and automated segmentation over radiology (3D) images. Including auto segmentation with the latest deep learning models (e.g., UNet, UNETR) for multiple abdominal organs. Interactive tools include DeepEdit and Deepgrow for actively improving trained models and deployment.
Start using MONAI Label with just three steps:
From the project’s README on GitHub.
At a glance
| Repository | Kentucky-Open-Science/MONAILabel |
|---|---|
| Research area | Forks of other projects |
| Primary language | None detected |
| Languages | Python 85.3%, JavaScript 8.8%, Java 3%, Shell 1.4%, Stylus 0.8%, CMake 0.5% |
| License | Apache-2.0 |
| Stars / forks | 1 / 0 |
| Open issues and pull requests | 1 |
| Created | 2022-10-10 |
| Last push | 2025-09-22 |
| Default branch | main |
| Forked from | Project-MONAI/MONAILabel — MONAI Label is an intelligent open source image labeling and learning tool. |
What the README covers
- Sample Apps in MONAILabel
- Highlights and Features
- Installation
- Current Stable Version
- Development version
- Optional Dependencies
- Visualization Tools
- 3D Slicer
- OHIF (Web-based)
- QuPath
- CVAT
- Plugins
- 3D Slicer (radiology)
- OHIF (radiology)
- QuPath (pathology)
- Digital Slide Archive (DSA) (pathology)
- CVAT
- Cite
- Contributing
- Community
- Links
Top contributors
- @SachidanandAlle (333 commits)
- @diazandr3s (180 commits)
- @masadcv (58 commits)
- @aihsani (49 commits)
- @jamesobutler (24 commits)
- @jlvahldiek (17 commits)
- @finalelement (16 commits)
- @tangy5 (11 commits)
- @evberrypi (9 commits)
- @wyli (6 commits)
Get the code
git clone https://github.com/Kentucky-Open-Science/MONAILabel.git