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title: README
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<h1 align="center">Welcome to AegisOSS</h1>
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<strong>Guarding lives, one pixel at a time.</strong>
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A Two-Stage Cascaded Neural Network for Automated Cancer Detection and Subtype Categorization
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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>
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