Prov Gigapath
Prov-GigaPath is an open-source whole-slide foundation model developed for digital pathology. It processes real-world gigapixel pathology slides using a tile encoder and slide encoder architecture. The model supports inference, fine-tuning, and linear probing tasks and is distributed via Hugging Face with Apache 2.0 licensing.
Open SourceApache-2.0WebCLIAPI
624stars
107forks
4features
2024since
Overview
4 featuresProv Gigapath is an Other AI project. It focuses on training and deploying high-performance foundation models for computational pathology on gigapixel whole-slide images. It is built as an open-source project for AI researchers and pathologists. Prov Gigapath is open source under the Apache-2.0 license. It ships for the web, the command line, and API.
It is developed by Prov-GigaPath, and it first shipped in 2024. The project is developed in the open on GitHub with 624 stars and 1 commit in the last 90 days. Key capabilities include tile encoder, slide encoder, and fine-tuning support.
Summary written by a language model from the project’s public pages.
- Tile encoder
- Slide encoder
- Fine-tuning support
- Linear probing
Tags
pathology-foundation-modelwhole-slide-imagingmedical-visiontimm-model
AI capabilities
Image
Inference: LocalWeights: Open
Built with & integrations
Hosting
AWS
Runs on
BrowserCLIAPI-only
Detected from
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
Trust & compliance
License
Apache-2.0
Verified signals
Indexing history
1What PulseGate has recorded for this listing
- Indexed21 Jul · 13:01 UTCprov-gigapath/prov-gigapath verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Prov Gigapath
- What does Prov Gigapath do?
- Prov Gigapath focuses on training and deploying high-performance foundation models for computational pathology on gigapixel whole-slide images. It is catalogued under Other AI on PulseGate.
- Who should use Prov Gigapath?
- Prov Gigapath is an open-source project built for AI researchers and pathologists.
- Is Prov Gigapath free?
- Yes — Prov Gigapath is open source under the Apache-2.0 license and free to use.
- What platforms does Prov Gigapath run on?
- Prov Gigapath runs on the web, the command line, and API.
- Is Prov Gigapath still maintained?
- The GitHub repository shows 1 commit in the last 90 days.
- What projects are similar to Prov Gigapath?
- Similar projects tracked by PulseGate include verdikt, cliver, and ChatGPT Prompts Extension.verdiktcliverChatGPT Prompts Extension
- Who develops Prov Gigapath?
- Prov Gigapath is developed by Prov-GigaPath.
- When did Prov Gigapath launch?
- Prov Gigapath first shipped in 2024.
Also in Other AI
Same category — not a similarity match