Relation-Aware Pyramid Network (RapNet) for temporal action proposal

9 Aug 2019Jialin GaoZhixiang ShiJiani LiYufeng YuanJiwei LiXi Zhou

In this technical report, we describe our solution to temporal action proposal (task 1) in ActivityNet Challenge 2019. First, we fine-tune a ResNet-50-C3D CNN on ActivityNet v1.3 based on Kinetics pretrained model to extract snippet-level video representations and then we design a Relation-Aware Pyramid Network (RapNet) to generate temporal multiscale proposals with confidence score... (read more)

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