UCF101 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 action categories, UCF101 gives the largest diversity in terms ...
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 ...
UCF101 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. × 帕依提提提温馨提示 该数据集正在整理中,为您准备了其他渠道,请您使用 ...
下载标注文件及训练数据和测试数据的列表文件The Train/Test Splits for Action Recognition on UCF101 data set: 内含: 以上两个文件都在UCF数据集官网可以下载。 2 预处理 参考代码:two-stream-action-recognition 预处理主要分为讲视频分解为帧,统计每个视频的帧数这两个步骤。 这两部分的代码在以上的参考文件中...
format(p, e, str(stack_info))) raise e return data 2.1.5 数据读取 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 ...
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 lines, and each line indicates a sample video with the filepath and label, which are split with a white...
function.py: modules of 3DCNN & CRNN, data loaders, and some useful functions. UCF101actions.pkl: 101 action names (labels), e.g,'BenchPress', 'SkyDiving' , 'Bowling', etc. Python 3.6 PyTorch 1.0.0 Numpy 1.15.0 Sklearn 0.19.2 ...
UCF101 - Action Recognition Dataset行为识别数据集UCF101 1.Overview UCF101 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. ...