| # 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) | | |