---
license: cc-by-nc-nd-4.0
tags:
- pathology
- pytorch
- self-supervised
- breast
- whole-slide-image
- feature-extraction

extra_gated_prompt: "You agree to not use the model to conduct experiments that cause harm to human subjects."
extra_gated_fields:
  Country: country
  Full name : text
  Current affiliation : text
  Type of Affiliation:
    type: select
    options:
      - Academia
      - Industry
      - label: Other
        value: other
  Current and official institutional email: text
  
  I want to use this model for: text
  I agree to use this model for non-commercial, academic purposes only: checkbox
---
![header](https://capsule-render.vercel.app/api?type=waving&height=140&color=gradient&text=BRAVE:&section=header&fontAlign=12&fontSize=45&textBg=false&descAlignY=45&fontAlignY=20&descSize=23&desc=A%20Breast%20Vision%20Pathology%20Foundation%20Model%20for%20Real-world%20Clinical%20Utility&descAlign=52)

BRAVE model weights are temporarily unavailable for public access via Hugging Face. Model weights for reviewer evaluation can be accessed via [OneDrive](https://hkustconnect-my.sharepoint.com/:u:/r/personal/yxueb_connect_ust_hk/Documents/project/BRAVE/ckpt/brave.pth?csf=1&web=1&e=e1m5gy). To request a demo trial account or ask about access, please contact [Yingxue Xu](mailto:yxueb@connect.ust.hk).

## Model Details

- Architecture: `vit_huge_patch14_224`
- Input size: `3 x 224 x 224`
- Output: token tensor of shape `[batch, 261, 1280]`

## License

This model is licensed under CC-BY-NC-ND-4.0 and is intended for non-commercial academic use only.