sdiaeyu6n/quickdraw
收藏Hugging Face2024-06-28 更新2024-06-29 收录
下载链接：
https://hf-mirror.com/datasets/sdiaeyu6n/quickdraw
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资源简介：
Quick, Draw!数据集是由Google Creative Lab收集的大规模手绘草图数据集，包含超过5000万张独特的草图，涵盖345个对象类别。这些草图由来自世界各地的参与者绘制，主要用于计算机视觉领域的研究，特别是草图识别和分类任务。数据集的结构包括345个类别，每个类别包含多个手绘草图，每个草图都是一个黑白图像。在此数据集中，随机选择了每个类别100个样本，总共34,500个草图，用于训练。
The Quick, Draw! dataset is a large-scale collection of hand-drawn sketches curated by Google Creative Lab. The dataset includes over 50 million unique sketches across 345 object categories, contributed by participants from around the world. The primary purpose of this dataset is to facilitate research in the field of computer vision, particularly for tasks related to sketch recognition and classification. The dataset is organized into 345 categories, each containing a collection of hand-drawn sketches, with each sketch being a black-and-white image. In this dataset, 100 samples per category were randomly selected, resulting in a total of 34,500 sketches for training.
提供机构：
sdiaeyu6n
原始信息汇总
数据集概述
数据集描述
- 数据集名称: Quick, Draw! Dataset
- 数据集来源: Google Creative Lab
- 数据集用途: 用于训练和评估手绘草图分类模型，适用于计算机视觉领域的草图识别和分类任务。
数据集结构
- 特征:
- image: 图像数据，类型为图像。
- label: 标签数据，类型为类别标签，包含345个类别。
- 类别标签:
- 0: The Eiffel Tower
- 1: The Great Wall of China
- 2: The Mona Lisa
- 3: aircraft carrier
- 4: airplane
- 5: alarm clock
- 6: ambulance
- 7: angel
- 8: animal migration
- 9: ant
- 10: anvil
- 11: apple
- 12: arm
- 13: asparagus
- 14: axe
- 15: backpack
- 16: banana
- 17: bandage
- 18: barn
- 19: baseball bat
- 20: baseball
- 21: basket
- 22: basketball
- 23: bat
- 24: bathtub
- 25: beach
- 26: bear
- 27: beard
- 28: bed
- 29: bee
- 30: belt
- 31: bench
- 32: bicycle
- 33: binoculars
- 34: bird
- 35: birthday cake
- 36: blackberry
- 37: blueberry
- 38: book
- 39: boomerang
- 40: bottlecap
- 41: bowtie
- 42: bracelet
- 43: brain
- 44: bread
- 45: bridge
- 46: broccoli
- 47: broom
- 48: bucket
- 49: bulldozer
- 50: bus
- 51: bush
- 52: butterfly
- 53: cactus
- 54: cake
- 55: calculator
- 56: calendar
- 57: camel
- 58: camera
- 59: camouflage
- 60: campfire
- 61: candle
- 62: cannon
- 63: canoe
- 64: car
- 65: carrot
- 66: castle
- 67: cat
- 68: ceiling fan
- 69: cell phone
- 70: cello
- 71: chair
- 72: chandelier
- 73: church
- 74: circle
- 75: clarinet
- 76: clock
- 77: cloud
- 78: coffee cup
- 79: compass
- 80: computer
- 81: cookie
- 82: cooler
- 83: couch
- 84: cow
- 85: crab
- 86: crayon
- 87: crocodile
- 88: crown
- 89: cruise ship
- 90: cup
- 91: diamond
- 92: dishwasher
- 93: diving board
- 94: dog
- 95: dolphin
- 96: donut
- 97: door
- 98: dragon
- 99: dresser
- 100: drill
- 101: drums
- 102: duck
- 103: dumbbell
- 104: ear
- 105: elbow
- 106: elephant
- 107: envelope
- 108: eraser
- 109: eye
- 110: eyeglasses
- 111: face
- 112: fan
- 113: feather
- 114: fence
- 115: finger
- 116: fire hydrant
- 117: fireplace
- 118: firetruck
- 119: fish
- 120: flamingo
- 121: flashlight
- 122: flip flops
- 123: floor lamp
- 124: flower
- 125: flying saucer
- 126: foot
- 127: fork
- 128: frog
- 129: frying pan
- 130: garden hose
- 131: garden
- 132: giraffe
- 133: goatee
- 134: golf club
- 135: grapes
- 136: grass
- 137: guitar
- 138: hamburger
- 139: hammer
- 140: hand
- 141: harp
- 142: hat
- 143: headphones
- 144: hedgehog
- 145: helicopter
- 146: helmet
- 147: hexagon
- 148: hockey puck
- 149: hockey stick
- 150: horse
- 151: hospital
- 152: hot air balloon
- 153: hot dog
- 154: hot tub
- 155: hourglass
- 156: house plant
- 157: house
- 158: hurricane
- 159: ice cream
- 160: jacket
- 161: jail
- 162: kangaroo
- 163: key
- 164: keyboard
- 165: knee
- 166: knife
- 167: ladder
- 168: lantern
- 169: laptop
- 170: leaf
- 171: leg
- 172: light bulb
- 173: lighter
- 174: lighthouse
- 175: lightning
- 176: line
- 177: lion
- 178: lipstick
- 179: lobster
- 180: lollipop
- 181: mailbox
- 182: map
- 183: marker
- 184: matches
- 185: megaphone
- 186: mermaid
- 187: microphone
- 188: microwave
- 189: monkey
- 190: moon
- 191: mosquito
- 192: motorbike
- 193: mountain
- 194: mouse
- 195: moustache
- 196: mouth
- 197: mug
- 198: mushroom
- 199: nail
- 200: necklace
- 201: nose
- 202: ocean
- 203: octagon
- 204: octopus
- 205: onion
- 206: oven
- 207: owl
- 208: paint can
- 209: paintbrush
- 210: palm tree
- 211: panda
- 212: pants
- 213: paper clip
- 214: parachute
- 215: parrot
- 216: passport
- 217: peanut
- 218: pear
- 219: peas
- 220: pencil
- 221: penguin
- 222: piano
- 223: pickup truck
- 224: picture frame
- 225: pig
- 226: pillow
- 227: pineapple
- 228: pizza
- 229: pliers
- 230: police car
- 231: pond
- 232: pool
- 233: popsicle
- 234: postcard
- 235: potato
- 236: power outlet
- 237: purse
- 238: rabbit
- 239: raccoon
- 240: radio
- 241: rain
- 242: rainbow
- 243: rake
- 244: remote control
- 245: rhinoceros
- 246: rifle
- 247: river
- 248: roller coaster
- 249: rollerskates
- 250: sailboat
- 251: sandwich
- 252: saw
- 253: saxophone
- 254: school bus
- 255: scissors
- 256: scorpion
- 257: screwdriver
- 258: sea turtle
- 259: see saw
- 260: shark
- 261: sheep
- 262: shoe
- 263: shorts
- 264: shovel
- 265: sink
- 266: skateboard
- 267: skull
- 268: skyscraper
- 269: sleeping bag
- 270: smiley face
- 271: snail
- 272: snake
- 273: snorkel
- 274: snowflake
- 275: snowman
- 276: soccer ball
- 277: sock
- 278: speedboat
- 279: spider
- 280: spoon
- 281: spreadsheet
- 282: square
- 283: squiggle
- 284: squirrel
- 285: stairs
- 286: star
- 287: steak
- 288: stereo
- 289: stethoscope
- 290: stitches
- 291: stop sign
- 292: stove
- 293: strawberry
- 294: streetlight
- 295: string bean
- 296: submarine
- 297: suitcase
- 298: sun
- 299: swan
- 300: sweater
- 301: swing set
- 302: sword
- 303: syringe
- 304: t-shirt
- 305: table
- 306: teapot
- 307: teddy-bear
- 308: telephone
- 309: television
- 310: tennis racquet
- 311: tent
- 312: tiger
- 313: toaster
- 314: toe
- 315: toilet
- 316: tooth
- 317: toothbrush
- 318: toothpaste
- 319: tornado
- 320: tractor
- 321: traffic light
- 322: train
- 323: tree
- 324: triangle
- 325: trombone
- 326: truck
- 327: trumpet
- 328: umbrella
- 329: underwear
- 330: van
- 331: vase
- 332: violin
- 333: washing machine
- 334: watermelon
- 335: waterslide
- 336: whale
- 337: wheel
- 338: windmill
- 339: wine bottle
- 340: wine glass
- 341: wristwatch
- 342: yoga
- 343: zebra
- 344: zigzag
数据集分割
- 训练集:
- 样本数量: 34,500
- 数据大小: 72,173,714.5 字节
数据集配置
- 配置名称: default
- 数据文件路径: data/train-*
