Path Aggregation Network for Instance Segmentation

CVPR 2018 Shu LiuLu QiHaifang QinJianping ShiJiaya Jia

The way that information propagates in neural networks is of great importance. In this paper, we propose Path Aggregation Network (PANet) aiming at boosting information flow in proposal-based instance segmentation framework... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Instance Segmentation COCO PANet Average Precision 42.0% # 2
Object Detection COCO PANet + ResNeXt-101 Bounding Box AP 47.4 # 4