A newer version of the Streamlit SDK is available: 1.60.0
metadata
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