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)

PDF Abstract

Code


↳ Quickstart in
11,520
↳ Quickstart in
5,203
↳ Quickstart in
1,685
See all 82 implementations

Results from the Paper


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

     Get a GitHub badge
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
RESULT LEADERBOARD
Real-Time Object Detection COCO YOLOv3-418 MAP 31.0 # 15
FPS 34 # 7
Real-Time Object Detection COCO YOLOv3-608 MAP 33 # 14
FPS 20 # 11
Real-Time Object Detection COCO YOLOv3-320 FPS 45 # 5
Object Detection COCO test-dev YOLOv3 + Darknet-53 box AP 33.0 # 76

Methods used in the Paper