ppu-training-yolo

What problem does it solve?

This Skill provides comprehensive guidance for training and deploying YOLO object detection models specifically on PPU hardware, simplifying setup and execution processes.

Core Features & Use Cases

• Environment Setup: Guides users through installing necessary libraries and dependencies for YOLO training on PPU.
• Training & Validation: Offers step-by-step instructions for single and multi-GPU training scenarios.
• Model Export & Inference: Details exporting trained models to ONNX format and running real-time inference with sample scripts.
• Use Case: A developer wants to train a YOLO model on PPU hardware and deploy it for real-time object detection in a surveillance system.

Quick Start

Download the training data, install dependencies, and run the training command as described to begin training a YOLO model on PPU hardware.