README.md

---
title: XYScanNet
emoji: 🚀
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: "4.44.1"
app_file: app.py
pinned: false
---

# XYScanNet: Mamba-based Image Deblurring Demo

This Space runs the **XYScanNet** deblurring model on GPU using **Gradio**.  
Upload a blurry image, and the model will restore a sharp version automatically.

🧠 **Tech Highlights**
- Based on the **Mamba selective state space model**
- Implements cross-directional strip attention (horizontal & vertical)
- Runs efficiently on GPU with automatic padding

👤 Author: [Hanzhou Liu](https://huggingface.co/HanzhouLiu)  
📦 Model weights: [HanzhouLiu/XYScanNet-weights](https://huggingface.co/spaces/HanzhouLiu/XYScanNet_Demo)