YOLOv4: Optimal Speed and Accuracy of Object Detection

Benchmark Model Rank Results
object-detection-on-cocoYOLOv4-608#155box mAP: 43.5AP50: 65.7AP75: 47.3APS: 26.7APM: 46.7APL: 53.3
object-detection-on-coco-oYOLOv4-P6#18Average mAP: 30.4Effective Robustness: 5.89
object-detection-on-pku-ddd17-carYOLOv4#11mAP50: 81.3
real-time-object-detection-on-cocoYOLOv4-L#65box AP: 43.5FPS (V100, b=1): 23
real-time-object-detection-on-cocoYOLOv4-M#66box AP: 43.0FPS (V100, b=1): 31
real-time-object-detection-on-cocoYOLOv4-S#70box AP: 41.2FPS (V100, b=1): 38