Tensorflow 2.0 视频分类(一) 数据集

数据集

UCF-101（最常见）

2013年中央佛羅里達大學(UCF) center for research in computer vision发布从YouTube上爬的101类人员运动识别数据集。
ICCV’13 运动识别竞赛的Benchmark

关键参数

共有13320个视频片段，分为25个组，每个组再分为4-7个视频类，共组成101类：
The action categories for UCF101 data set are: Apply Eye Makeup, Apply Lipstick, Archery, Baby Crawling, Balance Beam, Band Marching, Baseball Pitch, Basketball Shooting, Basketball Dunk, Bench Press, Biking, Billiards Shot, Blow Dry Hair, Blowing Candles, Body Weight Squats, Bowling, Boxing Punching Bag, Boxing Speed Bag, Breaststroke, Brushing Teeth, Clean and Jerk, Cliff Diving, Cricket Bowling, Cricket Shot, Cutting In Kitchen, Diving, Drumming, Fencing, Field Hockey Penalty, Floor Gymnastics, Frisbee Catch, Front Crawl, Golf Swing, Haircut, Hammer Throw, Hammering, Handstand Pushups, Handstand Walking, Head Massage, High Jump, Horse Race, Horse Rid