We Ditched YOLOv8 for YOLOv9 in 2026: 25% Higher Accuracy for Our Warehouse Cameras

In Q1 2026, our 14-camera warehouse fulfillment center was losing $12,400 per month to misclassified inventory scans using YOLOv8. Switching to YOLOv9 cut that loss to $2,900/month, with a 25% absolute jump in mean Average Precision (mAP@0.5:0.95) ac...