Finegym dataset
Tīmeklis2024. gada 4. aug. · Many datasets exist for human action analysis, such as the MPII (Andriluka et al., 2014) and COCO (Lin et al., 2014) for human pose in daily activities, the PennAction (Zhang et al., 2013) for coarse sport recognition, and the AQA (Parmar and Morris, 2024b) and FineGym (Shao et al., 2024) dataset for fine-grained action … Tīmeklis2024. gada 14. apr. · FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding. Dian Shao, Yue Zhao, Bo Dai, Dahua Lin. On public benchmarks, …
Finegym dataset
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TīmeklisFineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding - YouTube Authors: Dian Shao, Yue Zhao, Bo Dai, Dahua Lin Description: On public benchmarks, current action... TīmeklisTo address this problem, in this work we first release a large-scale and multi-scene dataset named XD-Violence with a total duration of 217 hours, containing 4754 untrimmed videos with audio signals and weak labels. ... The template of this webpage is borrowed from FineGym. Contact For further questions and suggestions, please …
TīmeklisDescription This repository contains video datasets that can be used for training coarse to fine-grained (phase, step and action) temporal classification tasks. Thank you to my colleague Luis C. Garcia-Peraza-Herrera for initiating the content and repo structure. Surgical video datasets Private datasets ByPass40 - Strasbourg University TīmeklisAn overview of the FineGym dataset. We provide coarse-to-fine annotations both temporally and semantically. There are three levels of categorical labels. The … FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding. … We call this the "dataset bias" problem. We include colorizations of black and white …
TīmeklisFineGym的建立包括原始视频数据收集、标注团队团队提供标注、后期的严格质量筛查等过程。要点这里不再赘述。 目前，FineGym收集了体操领域10种不同的事件类别（ … TīmeklisFineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding 分层视频高细粒度动作理解数据集_数据集-阿里云天池. 数据可视化分析学习赛. 首页. 天池学 …
Tīmeklis最近在研究视频动作识别，看了不少的相关算法，主要有基于MMDetection框架下的一些列的研究，有直接对视频进行识别，获取人为动作，比如slowfast等等，但是往往也有一定的局限性，而我一直做的是围绕骨骼点的相关开发，当初也使用骨骼的方法，但是效果不佳，最近看到一篇新出来的基于骨骼 ...
TīmeklisIntroduced by Kay et al. in The Kinetics Human Action Video Dataset The dataset contains 400 human action classes, with at least 400 video clips for each action. Each clip lasts around 10s and is taken from a different YouTube video. rob stump los gatos town councilTīmeklisTo take action recognition to a new level, we develop FineGym, a new dataset built on top of gymnasium videos. Compared to existing action recognition datasets, … rob suling intercoastal mortgageTīmeklisCVPR 2024 Oral Paper: FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding Dian Shao 3 videos 234 views Last updated on Jul 19, 2024 Talks … rob stumpf lawyerTīmeklisTo take action recognition to a new level, we develop FineGym, a new dataset built on top of gymnasium videos. Compared to existing action recognition datasets, … rob sturrock mg carsTīmeklis2024. gada 13. apr. · Two datasets that focus on fine-grained actions are the FineGym dataset and the MultiSport dataset . A more extensive overview of related work in action recognition in sports is given in . In the review, it was noted that there is a significant increase in interest in actions recognition in ball sports, but also that all … rob stutt surreyTīmeklis2024. gada 26. apr. · 《FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding》这篇论文来自港中文的林达华团队，是今年CVPR2024的满分论 … rob sturgill edward jonesTīmeklisferent datasets. For example, under the linear evalua-tion protocol on FineGym [37] dataset, our framework achieves 41.75% accuracy, which is +13.94% higher than the existing best method GTA [21]. On Penn-Action [49] dataset, our method achieves 91.67% for fine-grained classification, 99.1% for Kendall’s Tau, rob such surveyor