YOLOv3: An Incremental Improvement

8 Apr 2018Joseph RedmonAli Farhadi

We present some updates to YOLO! We made a bunch of little design changes to make it better... (read more)

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Results from the Paper


#5 best model for Real-Time Object Detection on COCO (FPS metric)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Real-Time Object Detection COCO YOLOv3-418 MAP 31.0 # 11
FPS 34 # 7
Real-Time Object Detection COCO YOLOv3-608 MAP 33 # 10
FPS 20 # 10
Real-Time Object Detection COCO YOLOv3-320 FPS 45 # 5
Object Detection COCO test-dev YOLOv3 + Darknet-53 box AP 33.0 # 78