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（ … Tīmeklis2024. gada 14. apr. · FineGym is a new dataset built on top of gymnasium videos that provides temporal annotations at both action and sub-action levels with a three-level semantic hierarchy and systematically investigates different methods on this dataset and obtains a number of interesting findings. On public benchmarks, current action …
CVPR 2024 Oral Paper: FineGym: A Hierarchical Video Dataset
TīmeklisAuthors: Dian Shao, Yue Zhao, Bo Dai, Dahua Lin Description: On public benchmarks, current action recognition techniques have achieved great success. However... TīmeklisPlease refer to FineGym Homepage for more details! 03/2024: The Paper FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding is accepted by CVPR 2024 as an Oral Paper, and we got Three Strong Accepts! Model Zoo Element-level Action Recognition. For Gym99 (for details of the subset gym99 & gym288 … knoxville tn indian motorcycle
arXiv.org e-Print archive
TīmeklisTo 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, FineGym is distinguished in richness, quality, and diversity. In particular, it provides temporal annotations at both action and sub-action levels with a three-level semantic hierarchy. Tīmeklis2024. gada 13. okt. · FineGym; Paper List; Feedback; Performance Tables. The mean average precisions (mAPs) under the standard intersection over union (IoU) thresholds are reported. For example, '@0.5' indicates the mAP score at the IoU threshold of 0.5. TīmeklisOur FineGym dataset is fine-grained both semantically and temporally. For semantic hierarchy, the categorical labels are organized according to a three-level hierarchy, namely events, sets, and elements. For temporal structure, all action instances of interest in each video are identified and decomposed into sub-actions. We refer the … reddit h\u0026m chinos