---
title: README
emoji: 🐠
colorFrom: gray
colorTo: purple
sdk: static
pinned: false
---

<h1 align="center">Welcome to AegisOSS</h1>

<p align="center">
  <strong>Guarding lives, one pixel at a time.</strong>
</p>

<p align="center">
  A Two-Stage Cascaded Neural Network for Automated Cancer Detection and Subtype Categorization
</p>

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## What is Aegis?

Aegis is a two-Stage Cascaded Neural Network for Automated Cancer Detection and Subtype Categorization

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## The Family

* **Open Models**  
  * **[Aegis Stage-1](https://huggingface.co/AegisOSS/stage-1)**: Binary Cancer Detector (EfficientNet-B0)
  * **[Aegis Stage-2](https://huggingface.co/AegisOSS/stage-2)**: OncoTree Subtype Classifier (ResNet-50)

## Contributing

We welcome contributions of all sizes. Whether you're fixing a bug, adding a new framework template, or improving the documentation, every PR matters.


## Community

<p align="center"> 🐛 <a href="https://github.com/AegisOSS/.github/issues">Issue Tracker</a> · 💬 <a href="https://github.com/AegisOSS/.github/discussions">Discussions</a>  · 💬 <a href="https://github.com/AegisOSS/">Github</a> </p>

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<p align="center">
  Built with <3 by <a href="https://ranveersoni.me">Ranveer Soni</a>
</p>