vsri121/PatchWise

🚀 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