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# Path Aggregation Network for Instance Segmentation | |
## Introduction | |
[ALGORITHM] | |
``` | |
@inproceedings{liu2018path, | |
author = {Shu Liu and | |
Lu Qi and | |
Haifang Qin and | |
Jianping Shi and | |
Jiaya Jia}, | |
title = {Path Aggregation Network for Instance Segmentation}, | |
booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, | |
year = {2018} | |
} | |
``` | |
## Results and Models | |
## Results and Models | |
| Backbone | style | Lr schd | Mem (GB) | Inf time (fps) | box AP | mask AP | Config | Download | | |
|:-------------:|:----------:|:-------:|:--------:|:--------------:|:------:|:-------:|:------:|:--------:| | |
| R-50-FPN | pytorch | 1x | 4.0 | 17.2 | 37.5 | | [config](https://github.com/open-mmlab/mmdetection/tree/master/configs/pafpn/faster_rcnn_r50_pafpn_1x_coco.py) | [model](http://download.openmmlab.com/mmdetection/v2.0/pafpn/faster_rcnn_r50_pafpn_1x_coco/faster_rcnn_r50_pafpn_1x_coco_bbox_mAP-0.375_20200503_105836-b7b4b9bd.pth) | [log](http://download.openmmlab.com/mmdetection/v2.0/pafpn/faster_rcnn_r50_pafpn_1x_coco/faster_rcnn_r50_pafpn_1x_coco_20200503_105836.log.json) | | |