UNI
UNI is a large self-supervised vision transformer trained on diverse histology images for feature extraction in computational pathology. Developed by Mahmood Lab at Harvard, it is released under a non-commercial research license and integrates with the timm library. It enables researchers to build accurate models for cancer detection, biomarker prediction, and other medical imaging tasks using transfer learning.
Open SourceWebAPI
763stars
91forks
1alternative
3features
2024since
Overview
3 featuresIn the Other AI space, UNI takes a focused approach. It focuses on extracting rich, generalizable features from gigapixel histology images for downstream pathology AI tasks without large labeled datasets. It is built as an open-source project for researchers. UNI is open source under the Open Source license. It runs on the web and API.
MahmoodLab builds and maintains UNI, and it first shipped in 2024. The project is developed in the open on GitHub with 763 stars. Key capabilities include Feature Extraction, histopathology, and Self-supervised Learning.
Summary written by a language model from the project’s public pages.
- Feature Extraction
- Histopathology
- Self-supervised Learning
Tags
pathology-aihistologyself-supervisedvision-transformermedical-imaging
AI capabilities
Image
Inference: LocalWeights: Open
Built with & integrations
Hosting
AWS
Runs on
BrowserAPI-only
Detected from
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
Trust & compliance
License
Open Source
Verified signals
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about UNI
- What is UNI?
- UNI focuses on extracting rich, generalizable features from gigapixel histology images for downstream pathology AI tasks without large labeled datasets. It is catalogued under Other AI on PulseGate.
- Who is UNI for?
- UNI is an open-source project built for researchers.
- Does UNI have a free plan?
- Yes — UNI is open source under the Open Source license and free to use.
- What platforms does UNI run on?
- UNI runs on the web and API.
- Is UNI still active?
- Unverified. UNI has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- Who makes UNI?
- UNI is developed by MahmoodLab.
- When did UNI launch?
- UNI first shipped in 2024.
- Is UNI open source?
- Yes — UNI is open source under the Open Source license.
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