Kinetics-400数据集简介及下载芹菜苹果汁
1、Kinetics-400数据集简介
猪肉蛋白质
Kinetics-400是⼀个⼤规模，⾼质量的YouTube视频⽹址数据集，其中包含各种以⼈为本的⾏动。该数据集包含 400 个⼈类动作类，每个动作⾄少有 400 个视频剪辑。每个剪辑持续⼤约 10 秒，并且取⾃不同的 YouTube 视频。这些动作以⼈类为中⼼，涵盖⼴泛的类别，包括演奏乐器等⼈与物体的交互，以及握⼿等⼈与⼈的交互。
官⽅⽹站：
论⽂链接：
2、数据集下载
下载⽂件流程
1. 下载label和raw-part中的⽂件，label⾥⾯存储的是标记信息，raw-part⾥⾯是视频分块的⽂件;
2. 在git bash命令⾏中进⼊raw-part⽬录，依次执⾏：
cat * >
tar zxvf
可以得到 compress 这个⽬录就包含了所有视频⽂件;
3. 该版本的kinetics数据集是压缩版本, 包含了 234619 训练集 and 19761 验证集, ⽬前没有提供(test数据本⾝也没有groudtrue
label), 视频的尺⼨⾼度保证256个像素，宽度随原始长宽⽐scale;
4. 下载之后compress有两个⽬录，train_256 和 val_256:
您可以直接⽤这个⽬录划分 train 和 val两部分， 这⾥的标记位于，label/train_256.csv label/val_256.csv 这部分都是取⾃deepmind的原始标记 label/kinetics-400_train.csv label/kinetics-400_val.csv 的⼦集;
5. 此外在训练数据中，⽂件名的后缀是带有时间信息的，⽐如：z2kMVJWpGxU_000038_000048.mp4 。 注意！ 标注⽂件中只包含了⽂件
前缀(例如:z2kMVJWpGxU) 请您⽤的时候判断"标记中的前缀"是否和"⽂件名的前11位字符串"是否⼀致就可以了， 这⾥所有的youtube_id都是11位;
3、Kinetics-400 分类
abiling
air drumming
answering questions
applauding
applying cream
archery
arm wrestling
arranging flowers
asmbling computer
auctioning
baby waking up
baking cookies
balloon blowing
bandaging
barbequing
bartending
beatboxing
bee keeping
belly dancing
bench pressing
bending back
bending metal
biking through snow
blowing glass
blowing leaves
blowing no
blowing out candles bobsledding
bookbinding
bouncing on trampoline bowling
braiding hair
breading or breadcrumbing breakdancing
brush painting
brushing hair
brushing teeth
building cabinet
building shed
bungee jumping
busking
canoeing or kayaking capoeira
carrying baby cartwheeling
carving pumpkin
catching fish
邓英淘catching or throwing baball catching or throwing frisbee catching or throwing softball celebrating
changing oil
changing wheel
checking tires cheerleading
chopping wood
clapping
clay pottery making
clean and jerk
cleaning floor
cleaning gutters
cleaning pool
cleaning shoes
cleaning toilet
cleaning windows
climbing a rope
climbing ladder
climbing tree
contact juggling
cooking chicken
cooking egg
cooking on campfire cooking sausages counting money
country line dancing cracking neck
crawling baby
crossing river
crying
curling hair
cutting nails
cutting pineapple
cutting watermelon dancing ballet
dancing charleston dancing gangnam style dancing macarena
decorating the christmas tree digging
dining
disc golfing
diving cliff
dodgeball
doing aerobics
doing laundry
doing nails
drawing
dribbling basketball
drinking
drinking beer
drinking shots
driving car
driving tractor
drop kicking
drumming fingers
dunking basketball
dying hair
eating burger
eating cake
eating carrots
eating chips
eating doughnuts
eating hotdog
eating ice cream
eating spaghetti
eating watermelon
egg hunting
exercising arm
exercising with an exerci ball extinguishing fire faceplanting
feeding birds
feeding fish
feeding goats
filling eyebrows
finger snapping
吉林省职称fixing hair
flipping pancake
flying kite
folding clothes
folding napkins
folding paper
front rais
frying vegetables
garbage collecting
gargling
getting a haircut
getting a tattoo
giving or receiving award
golf chipping
golf driving
golf putting
grinding meat
grooming dog
grooming hor gymnastics tumbling hammer throw headbanging
headbutting
high jump
high kick
hockey stop
猫的图片大全大图holding snake
hopscotch
hoverboarding
hugging
hula hooping
hurdling
hurling (sport)
ice climbing
ice fishing
ice skating
ironing
javelin throw
jetskiing
jogging
juggling balls
juggling fire
函的格式juggling soccer ball
jumping into pool
jumpstyle dancing
kicking field goal
kicking soccer ball
kissing
kitesurfing
knitting
krumping
laughing
laying bricks
long jump
lunge
making a cake
making a sandwich
making bed
making jewelry
making pizza
making snowman
making sushi
making tea
marching
massaging back
massaging feet
massaging legs
massaging person's head
milking cow
mopping floor
motorcycling
moving furniture
mowing lawn
news anchoring
opening bottle
opening prent
paragliding
parasailing
三年级词语表
parkour
passing American football (in game) passing American football (not in game) peeling apples
peeling potatoes
petting animal (not cat)
petting cat
picking fruit
planting trees
plastering
playing accordion
playing bagpipes
playing basketball
playing bass guitar
playing cards
playing cello
playing chess
playing clarinet
playing controller
playing cricket
playing cymbals
playing didgeridoo
playing drums
playing flute
playing guitar
playing harmonica
playing harp
playing ice hockey
playing keyboard
海底墓playing kickball
playing monopoly
playing organ
playing paintball
playing piano
playing poker
playing recorder
playing saxophone
playing squash or racquetball playing tennis
playing trombone
playing trumpet
playing ukulele
playing violin
playing volleyball
playing xylophone
pole vault
prenting weather forecast pull ups
pumping fist
pumping gas
punching bag
punching person (boxing) push up
pushing car
pushing cart
pushing wheelchair reading book
reading newspaper recording music
riding a bike
riding camel
riding elephant
riding mechanical bull
riding mountain bike
riding mule
riding or walking with hor riding scooter
riding unicycle
ripping paper
robot dancing
rock climbing
rock scissors paper
roller skating
running on treadmill
sailing
