README.md

YOLOv3

Introduction

@misc{redmon2018yolov3,
    title={YOLOv3: An Incremental Improvement},
    author={Joseph Redmon and Ali Farhadi},
    year={2018},
    eprint={1804.02767},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

Results and Models

Backbone	Scale	Lr schd	Mem (GB)	Inf time (fps)	box AP	Config	Download
DarkNet-53	320	273e	2.7	63.9	27.9	config	model | log
DarkNet-53	416	273e	3.8	61.2	30.9	config	model | log
DarkNet-53	608	273e	7.4	48.1	33.7	config	model | log

Mixed Precision Training

We also train YOLOv3 with mixed precision training.

Backbone	Scale	Lr schd	Mem (GB)	Inf time (fps)	box AP	Config	Download
DarkNet-53	608	273e	4.7	48.1	33.8	config	model | log

Credit

This implementation originates from the project of Haoyu Wu(@wuhy08) at Western Digital.