stzhao/rice-range/UCF101/OpenDataLab___UCF101 - Storage Bucket

数据集介绍

简介

UCF101 拥有来自 101 个动作类别的 13320 个视频，在动作方面具有最大的多样性，并且在相机运动、物体外观和姿势、物体尺度、视点、杂乱背景、照明条件等方面存在很大变化，它是最迄今为止具有挑战性的数据集。由于大多数可用的动作识别数据集都是不现实的，并且是由演员上演的，UCF101 旨在通过学习和探索新的现实动作类别来鼓励对动作识别的进一步研究。 101 个动作类别中的视频分为 25 组，每组可以包含 4-7 个动作视频。来自同一组的视频可能具有一些共同的特征，例如相似的背景、相似的观点等。

类定义

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 Riding
Hula Hoop
Ice Dancing
Javelin Throw
Juggling Balls
Jump Rope
Jumping Jack
Kayaking
Knitting
Long Jump
Lunges
Military Parade
Mixing Batter
Mopping Floor
Nun chucks
Parallel Bars
Pizza Tossing
Playing Guitar
Playing Piano
Playing Tabla
Playing Violin
Playing Cello
Playing Daf
Playing Dhol
Playing Flute
Playing Sitar
Pole Vault
Pommel Horse
Pull Ups
Punch
Push Ups
Rafting
Rock Climbing Indoor
Rope Climbing
Rowing
Salsa Spins
Shaving Beard
Shotput
Skate Boarding
Skiing
Skijet
Sky Diving
Soccer Juggling
Soccer Penalty
Still Rings
Sumo Wrestling
Surfing
Swing
Table Tennis Shot
Tai Chi
Tennis Swing
Throw Discus
Trampoline Jumping
Typing
Uneven Bars
Volleyball Spiking
Walking with a dog
Wall Pushups
Writing On Board
Yo Yo

引文

@article{soomro2012ucf101,
title={UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild},
author={Soomro, Khurram and Zamir, Roshan Amir and Shah, Mubarak},
year={2012}
}

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