Gradient Harmonized Single-stage Detector
Introduction
@inproceedings{li2019gradient,
title={Gradient Harmonized Single-stage Detector},
author={Li, Buyu and Liu, Yu and Wang, Xiaogang},
booktitle={AAAI Conference on Artificial Intelligence},
year={2019}
}
Results and Models
| Backbone |
Style |
Lr schd |
Mem (GB) |
Train time (s/iter) |
Inf time (fps) |
box AP |
Download |
| R-50-FPN |
pytorch |
1x |
3.9 |
0.500 |
9.4 |
36.9 |
model |
| R-101-FPN |
pytorch |
1x |
5.8 |
0.625 |
8.5 |
39.0 |
model |
| X-101-32x4d-FPN |
pytorch |
1x |
7.0 |
0.818 |
7.6 |
40.5 |
model |
| X-101-64x4d-FPN |
pytorch |
1x |
9.9 |
1.191 |
6.1 |
41.6 |
model |