---
title: PatchWise
emoji: 🚀
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: "1.45.1"
python_version: "3.9"
app_file: app.py
pinned: false
---

# 🚀 PatchWise

PatchWise is a Reinforcement Learning-based Adaptive Vision Transformer designed for efficient edge AI inference.

## Features
- Dynamic patch routing
- Sparse transformer inference
- A3C reinforcement learning policy
- Adaptive compute allocation
- Patch importance visualization
- Edge deployment ready

## Model Highlights
- ~40% FLOPs reduction
- Real-time adaptive routing
- NVIDIA Jetson AGX Orin deployment
- Interactive Streamlit demo

## How It Works

Image → RL Policy → Sparse Vision Transformer → Adaptive Inference