OpenMMLab Detection Toolbox and Benchmark
https://mmdetection.readthedocs.io/
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| README.md | ||
| faster_rcnn_r50_fpn_gn-all_scratch_6x_coco.py | ||
| mask_rcnn_r50_fpn_gn-all_scratch_6x_coco.py | ||
| metafile.yml | ||
README.md
Rethinking ImageNet Pre-training
Introduction
@article{he2018rethinking,
title={Rethinking imagenet pre-training},
author={He, Kaiming and Girshick, Ross and Doll{\'a}r, Piotr},
journal={arXiv preprint arXiv:1811.08883},
year={2018}
}
Results and Models
| Model | Backbone | Style | Lr schd | box AP | mask AP | Config | Download |
|---|---|---|---|---|---|---|---|
| Faster R-CNN | R-50-FPN | pytorch | 6x | 40.7 | config | model | log | |
| Mask R-CNN | R-50-FPN | pytorch | 6x | 41.2 | 37.4 | config | model | log |
Note:
- The above models are trained with 16 GPUs.