SAIC_Cambridge-HuPBA-FBK 参与 EPIC-Kitchens-100 动作识别挑战赛 2021

Oct, 2021

SAIC_Cambridge-HuPBA-FBK 参与 EPIC-Kitchens-100 动作识别挑战赛 2021

SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021

Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Perez-Rua, Alex Falcon, Sergio Escalera...

TL;DR本文讨论了我们参加EPIC-Kitchens-100行为识别挑战的技术细节，其中我们使用GSF和XViT等模型进行空间-时间特征提取和聚合，设计了不同Backbones和Pretraining的混合模型，并使用RGB完成了具有44.82%准确率的top-1行为识别。

Abstract

This report presents the technical details of our submission to the epic-kitchens-100 action recognition Challenge 2021. To participate in the challenge we deployed →