README.md

---
title: CALHippo Demo
emoji: 🦛
colorFrom: gray
colorTo: indigo
sdk: gradio
sdk_version: "5.49.1"
python_version: "3.10"
app_file: app.py
fullWidth: true
short_description: CALHippo LR density inference demo.
suggested_hardware: cpu-basic
models:
  - AImageLab-Zip/CALHippo-Framework-Models
pinned: false
---

# CALHippo Demo

<div align="center">
  <img src="https://huggingface.co/AImageLab-Zip/CALHippo-Framework-Models/resolve/main/CALHippo_logo_transparent.png" alt="CALHippo Logo" width="360" />
</div>

Interactive low-resolution hippocampus WSI density inference for pyramidal cells,
interneurons, and astrocytes using the released CALHippo density model.

Use a bundled LR crop example or upload a LR PNG with an optional ROI GeoJSON.
The demo runs on CPU and returns all-class and per-class density maps, sampled
point maps, and predicted counts.

Model artifacts are loaded from
[AImageLab-Zip/CALHippo-Framework-Models](https://huggingface.co/AImageLab-Zip/CALHippo-Framework-Models).
The CALHippo framework is available on
[GitHub](https://github.com/AImageLab-zip/CALHippo-Framework).

These artifacts are intended for non-commercial academic research use only and
are not intended for clinical diagnosis or medical decision-making.