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1st Place Solution to the 1st SkatingVerse Challenge
April 23, 2024, 4:47 a.m. | Tao Sun, Yuanzi Fu, Kaicheng Yang, Jian Wu, Ziyong Feng
cs.CV updates on arXiv.org arxiv.org
Abstract: This paper presents the winning solution for the 1st SkatingVerse Challenge. We propose a method that involves several steps. To begin, we leverage the DINO framework to extract the Region of Interest (ROI) and perform precise cropping of the raw video footage. Subsequently, we employ three distinct models, namely Unmasked Teacher, UniformerV2, and InfoGCN, to capture different aspects of the data. By ensembling the prediction results based on logits, our solution attains an impressive leaderboard …
abstract arxiv challenge cs.cv extract framework paper raw roi solution type video
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