ucf11视频动作识别数据集

UCF101是一个现实动作视频的动作识别数据集，收集自YouTube，提供了来自101个动作类别的13320个视频。UCF101官方网站：https://www.crcv.ucf.edu/research/data-sets/ucf101/
（1）数据集名称：UCF-101（2012）
（2）总视频数：13,320个视频
（3）总时长：27个小时
（4）视频来源：YouTube采集
（5）视频类别：101 种
（6）主要包括5大类动作 ：人与物体交互，单纯的肢体动作，人与人交互，演奏乐器，体育运动；每个类别（文件夹）分为25组，每组4-7个短视频，每个视频时长不等
（7）具体类别：涂抹眼妆，涂抹口红，射箭，婴儿爬行，平衡木，乐队游行，棒球场，篮球投篮，篮球扣篮，卧推，骑自行车，台球射击，吹干头发，吹蜡烛，体重蹲，保龄球，拳击沙袋，拳击速度袋，蛙泳，刷牙，清洁和挺举，悬崖跳水，板球保龄球，板球射击，在厨房切割，潜水，打鼓，击剑，曲棍球罚款，地板体操，飞盘接球，前爬网，高尔夫挥杆，理发，链球掷，锤击，倒立俯卧撑，倒立行走，头部按摩，跳高，跑马，骑马，呼啦圈，冰舞，标枪掷，杂耍球，跳绳，跳跃杰克，皮划艇，针织，跳远，刺，阅兵，混合击球手，拖地板，修女夹头，双杠，披萨折腾，弹吉他，弹钢琴，弹塔布拉琴，弹小提琴，弹大提琴，弹Daf，弹Dhol，弹长笛，弹奏锡塔琴，撑竿跳高，鞍马，引体向上，拳打，俯卧撑，漂流，室内攀岩，爬绳，划船，莎莎旋转，剃胡子，铅球，滑板溜冰，滑雪，Skijet，跳伞，足球杂耍，足球罚球，静环，相扑摔跤，冲浪，秋千，乒乓球拍，太极拳，网球秋千，投掷铁饼，蹦床跳跃，打字，高低杠，排球突刺，与狗同行，墙上俯卧撑，在船上写字，溜溜球。

UCF101 is an action recognition dataset for realistic action videos, collected from YouTube, which contains 13,320 videos across 101 action categories. The official website of UCF101 is: https://www.crcv.ucf.edu/research/data-sets/ucf101/
(1) Dataset Name: UCF-101 (2012)
(2) Total Number of Videos: 13,320 videos
(3) Total Duration: 27 hours
(4) Video Source: Collected from YouTube
(5) Number of Action Categories: 101 types
(6) The dataset covers 5 major action categories: human-object interaction, purely bodily movements, human-human interaction, musical instrument performance, and sports. Each category (stored in an individual folder) is divided into 25 groups, with 4 to 7 short videos per group, and the duration of each video varies.
(7) Specific action categories: applying eye makeup, applying lipstick, archery, baby crawling, balance beam, band parade, baseball field, basketball shot, basketball dunk, bench press, cycling, billiard shooting, drying hair, blowing out candles, bodyweight squats, bowling, boxing punching bag, boxing speed bag, breaststroke, brushing teeth, clean and jerk, cliff diving, cricket bowling, cricket batting, cutting in kitchen, diving, playing drums, fencing, hockey penalty, floor gymnastics, frisbee catch, front crawl, golf swing, haircut, hammer throw, hammering, handstand push-ups, walking on hands, head massage, high jump, horse racing, horse riding, hula hooping, ice dancing, javelin throw, juggling balls, rope skipping, jumping jacks, kayaking, knitting, long jump, piercing, military parade, mixed batting, mopping the floor, nunchucks, parallel bars, pizza tossing, playing guitar, playing piano, playing tablas, playing violin, playing cello, playing Daf, playing Dhol, playing flute, playing sitar, pole vault, pommel horse, pull-ups, punching, push-ups, rafting, indoor rock climbing, rope climbing, rowing, salsa spin, shaving, shot put, skateboarding, skiing, Skijet, skydiving, football juggling, football penalty shot, static rings, sumo wrestling, surfing, swinging, table tennis paddle, tai chi, tennis swing, discus throw, trampoline jumping, typing, uneven bars, volleyball spike, walking with a dog, wall push-ups, writing on a boat, yoyo.

搜集汇总

背景与挑战

背景概述

UCF101是一个用于动作识别的视频数据集，包含从YouTube收集的101个动作类别的13320个视频，总时长27小时，数据量6.7GB，视频格式为avi。数据集涵盖5大类动作，如人与物体交互和体育运动，适用于深度学习和大模型训练，旨在支持现实场景中的动作识别研究。