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README.md | 1 year ago | |
fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_1x_coco.py | 1 year ago | |
fcos_center-normbbox-centeronreg-giou_r50_caffe_fpn_gn-head_dcn_1x_coco.py | 1 year ago | |
fcos_center_r50_caffe_fpn_gn-head_1x_coco.py | 1 year ago | |
fcos_r50_caffe_fpn_gn-head_1x_coco.py | 1 year ago | |
fcos_r50_caffe_fpn_gn-head_4x4_1x_coco.py | 1 year ago | |
fcos_r50_caffe_fpn_gn-head_mstrain_640-800_2x_coco.py | 1 year ago | |
fcos_r101_caffe_fpn_gn-head_1x_coco.py | 1 year ago | |
fcos_r101_caffe_fpn_gn-head_mstrain_640-800_2x_coco.py | 1 year ago | |
fcos_x101_64x4d_fpn_gn-head_mstrain_640-800_2x_coco.py | 1 year ago | |
metafile.yml | 1 year ago |
@article{tian2019fcos,
title={FCOS: Fully Convolutional One-Stage Object Detection},
author={Tian, Zhi and Shen, Chunhua and Chen, Hao and He, Tong},
journal={arXiv preprint arXiv:1904.01355},
year={2019}
}
Backbone | Style | GN | MS train | Tricks | DCN | Lr schd | Mem (GB) | Inf time (fps) | box AP | Config | Download |
---|---|---|---|---|---|---|---|---|---|---|---|
R-50 | caffe | Y | N | N | N | 1x | 3.6 | 22.7 | 36.6 | config | model | log |
R-50 | caffe | Y | N | Y | N | 1x | 3.7 | - | 38.7 | config | model | log |
R-50 | caffe | Y | N | Y | Y | 1x | 3.8 | - | 42.3 | config | model | log |
R-101 | caffe | Y | N | N | N | 1x | 5.5 | 17.3 | 39.1 | config | model | log |
Backbone | Style | GN | MS train | Lr schd | Mem (GB) | Inf time (fps) | box AP | Config | Download |
---|---|---|---|---|---|---|---|---|---|
R-50 | caffe | Y | Y | 2x | 2.6 | 22.9 | 38.5 | config | model | log |
R-101 | caffe | Y | Y | 2x | 5.5 | 17.3 | 40.8 | config | model | log |
X-101 | pytorch | Y | Y | 2x | 10.0 | 9.7 | 42.6 | config | model | log |
Notes:
norm_on_bbox
, centerness_on_reg
, center_sampling
as True
.DCNv2
in both backbone and head.No Description
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