How to evaluate a computer vision model?

Precision, recall, and F1-score are the basics, but you need to consider your specific use case.

For object detection, mAP (mean Average Precision) is the standard metric across different IoU thresholds.

Don't forget about inference speed and model size - they're crucial for production deployment.