Dataset Summary The following table summarizes the characteristics of the dataset. Figure: Summary of the characteristics of UCF Sports. Statistics The following figure shows the distribution of the number of clips per action as the number of clips in each class is not the same. ...
体育videos数据库佛罗里达视频dataset UCFSportsActionDataset(中佛罗里达大学体育行为数据库)数据摘要:ThisdatasetconsistsofasetofactionscollectedfromvarioussportswhicharetypicallyfeaturedonbroadcasttelevisionchannelssuchastheBBCandESPN.ThevideosequenceswereobtainedfromawiderangeofstockfootagewebsitesincludingBBCMotiongallery,and...
图:UCF Sports的特征总结。 统计 下图显示了每个操作的剪辑数量的分布,因为每个类中的剪辑数量不同。 图:每个操作类的剪辑数。 下图说明了每个动作类的剪辑总持续时间(蓝色)和平均剪辑长度(绿色)。显然,与步行或跑步相比,某些动作本质上是短的,例如踢腿,其相对较长并且具有更多的周期性。但是,从图表中可以明显看出...
UCF101 - Action Recognition Dataset行为识别数据集UCF1011.OverviewUCF101 is an action recognition data set of realistic action videos, collected from YouTube, having 101 action categories. This data set is an extension of UCF50 data set which has 50 action categories.With 13320 videos from 101 ...
The action categories can be divided into five types: 1)Human-Object Interaction2)Body-Motion Only3)Human-Human Interaction4)Playing Musical Instruments5)Sports. The action categories for UCF101 data set are: Apply Eye Makeup, Apply Lipstick, Archery, Baby Crawling, Balance Beam, Band Marching...
Extreme Learning Machine for Large-Scale Action Recognition We use UCF101 dataset [15] of 101 action categories for the training and report results on the validation set since the test labels are not revealed. A recent action spotting method is introduced by Derpanis et al [1]. The ... G...
Model is being benchmarked on popular UCF101 dataset and achieves result… machine-learning deep-learning tensorflow pipe keras video-processing action-recognition c3d video-classification video-recognition ucf101 sports-1m keras-implementations conv3d Updated Aug 2, 2024 Python sjenni / temporal-...
This dataset comprises a diverse collection of 101 action categories, covering a wide range of human activities, from sports and dance to everyday actions. Key Features: Large-scale Dataset: UCF101 consists of over 13,000 video clips, making it a substantial dataset for training and testing ...
UCF101 dataset is an extension of UCF50 and consists of 13,320 video clips, which are classified into 101 categories. These 101 categories can be classified into 5 types (Body motion, Human-human interactions, Human-object interactions, Playing musical i
接下来通过继承paddle的Dataset API来构建一个数据读取器,方便每次从数据中获取一个样本和对应的标签。 In [ ] class VideoDataset(paddle.io.Dataset): """Video dataset for action recognition The dataset loads raw videos and apply specified transforms on them. The index file is a file with multiple ...