Architecture | Logistic Regression, k-Means Clustering, Darknet-53 |
---|---|
lr sched | 273e |
SHOW MORE |
Architecture | Logistic Regression, k-Means Clustering, Darknet-53 |
---|---|
lr sched | 273e |
SHOW MORE |
Architecture | Logistic Regression, k-Means Clustering, Darknet-53 |
---|---|
lr sched | 273e |
SHOW MORE |
[ALGORITHM]
@misc{redmon2018yolov3,
title={YOLOv3: An Incremental Improvement},
author={Joseph Redmon and Ali Farhadi},
year={2018},
eprint={1804.02767},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
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 | 7.1 | 48.1 | 33.4 | config | model | log |
This implementation originates from the project of Haoyu Wu(@wuhy08) at Western Digital.
BENCHMARK | MODEL | METRIC NAME | METRIC VALUE | GLOBAL RANK |
---|---|---|---|---|
COCO minival | YOLOv3 (DarkNet-53, 273e, 608) | box AP | 33.4 | # 114 |
COCO minival | YOLOv3 (DarkNet-53, 273e, 416) | box AP | 30.9 | # 117 |
COCO minival | YOLOv3 (DarkNet-53, 273e, 320) | box AP | 27.9 | # 119 |