目标检测数据集object365、coco、PASCAL-voc的类别标签

object365(365类)

旷视科技发布了通用物体检测数据集Objects365,包含63万张图像,覆盖365个类别数量,边界框高达 1000 万个,相较前者,Objects365的图片数量是COCO的5倍,标注框超过COCO的11倍。Objects365目前只有物体检测框(Box),尚无分割(Mask)的部分

	human, id: 1
	sneakers, id: 2
	chair, id: 3
	hat, id: 4
	lamp, id: 5
	bottle, id: 6
	cabinet/shelf, id: 7
	cup, id: 8
	car, id: 9
	glasses, id: 10
	picture/frame, id: 11
	desk, id: 12
	handbag, id: 13
	street lights, id: 14
	book, id: 15
	plate, id: 16
	helmet, id: 17
	leather shoes, id: 18
	pillow, id: 19
	glove, id: 20
	potted plant, id: 21
	bracelet, id: 22
	flower, id: 23
	monitor, id: 24
	storage box, id: 25
	plants pot/vase, id: 26
	bench, id: 27
	wine glass, id: 28
	boots, id: 29
	dining table, id: 30
	umbrella, id: 31
	boat, id: 32
	flag, id: 33
	speaker, id: 34
	trash bin/can, id: 35
	stool, id: 36
	backpack, id: 37
	sofa, id: 38
	belt, id: 39
	carpet, id: 40
	basket, id: 41
	towel/napkin, id: 42
	slippers, id: 43
	bowl, id: 44
	barrel/bucket, id: 45
	coffee table, id: 46
	suv, id: 47
	toy, id: 48
	tie, id: 49
	bed, id: 50
	traffic light, id: 51
	pen/pencil, id: 52
	microphone, id: 53
	sandals, id: 54
	canned, id: 55
	necklace, id: 56
	mirror, id: 57
	faucet, id: 58
	bicycle, id: 59
	bread, id: 60
	high heels, id: 61
	ring, id: 62
	van, id: 63
	watch, id: 64
	combine with bowl, id: 65
	sink, id: 66
	horse, id: 67
	fish, id: 68
	apple, id: 69
	traffic sign, id: 70
	camera, id: 71
	candle, id: 72
	stuffed animal, id: 73
	cake, id: 74
	motorbike/motorcycle, id: 75
	wild bird, id: 76
	laptop, id: 77
	knife, id: 78
	cellphone, id: 79
	paddle, id: 80
	truck, id: 81
	cow, id: 82
	power outlet, id: 83
	clock, id: 84
	drum, id: 85
	fork, id: 86
	bus, id: 87
	hanger, id: 88
	nightstand, id: 89
	pot/pan, id: 90
	sheep, id: 91
	guitar, id: 92
	traffic cone, id: 93
	tea pot, id: 94
	keyboard, id: 95
	tripod, id: 96
	hockey stick, id: 97
	fan, id: 98
	dog, id: 99
	spoon, id: 100
	blackboard/whiteboard, id: 101
	balloon, id: 102
	air conditioner, id: 103
	cymbal, id: 104
	mouse, id: 105
	telephone, id: 106
	pickup truck, id: 107
	orange, id: 108
	banana, id: 109
	airplane, id: 110
	luggage, id: 111
	skis, id: 112
	soccer, id: 113
	trolley, id: 114
	oven, id: 115
	remote, id: 116
	combine with glove, id: 117
	paper towel, id: 118
	refrigerator, id: 119
	train, id: 120
	tomato, id: 121
	machinery vehicle, id: 122
	tent, id: 123
	shampoo/shower gel, id: 124
	head phone, id: 125
	lantern, id: 126
	donut, id: 127
	cleaning products, id: 128
	sailboat, id: 129
	tangerine, id: 130
	pizza, id: 131
	kite, id: 132
	computer box, id: 133
	elephant, id: 134
	toiletries, id: 135
	gas stove, id: 136
	broccoli, id: 137
	toilet, id: 138
	stroller, id: 139
	shovel, id: 140
	baseball bat, id: 141
	microwave, id: 142
	skateboard, id: 143
	surfboard, id: 144
	surveillance camera, id: 145
	gun, id: 146
	Life saver, id: 147
	cat, id: 148
	lemon, id: 149
	liquid soap, id: 150
	zebra, id: 151
	duck, id: 152
	sports car, id: 153
	giraffe, id: 154
	pumpkin, id: 155
	Accordion/keyboard/piano, id: 156
	radiator, id: 157
	converter, id: 158
	tissue , id: 159
	carrot, id: 160
	washing machine, id: 161
	vent, id: 162
	cookies, id: 163
	cutting/chopping board, id: 164
	tennis racket, id: 165
	candy, id: 166
	skating and skiing shoes, id: 167
	scissors, id: 168
	folder, id: 169
	baseball, id: 170
	strawberry, id: 171
	bow tie, id: 172
	pigeon, id: 173
	pepper, id: 174
	coffee machine, id: 175
	bathtub, id: 176
	snowboard, id: 177
	suitcase, id: 178
	grapes, id: 179
	ladder, id: 180
	pear, id: 181
	american football, id: 182
	basketball, id: 183
	potato, id: 184
	paint brush, id: 185
	printer, id: 186
	billiards, id: 187
	fire hydrant, id: 188
	goose, id: 189
	projector, id: 190
	sausage, id: 191
	fire extinguisher, id: 192
	extension cord, id: 193
	facial mask, id: 194
	tennis ball, id: 195
	chopsticks, id: 196
	Electronic stove and gas stove, id: 197
	pie, id: 198
	frisbee, id: 199
	kettle, id: 200
	hamburger, id: 201
	golf club, id: 202
	cucumber, id: 203
	clutch, id: 204
	blender, id: 205
	tong, id: 206
	slide, id: 207
	hot dog, id: 208
	toothbrush, id: 209
	facial cleanser, id: 210
	mango, id: 211
	deer, id: 212
	egg, id: 213
	violin, id: 214
	marker, id: 215
	ship, id: 216
	chicken, id: 217
	onion, id: 218
	ice cream, id: 219
	tape, id: 220
	wheelchair, id: 221
	plum, id: 222
	bar soap, id: 223
	scale, id: 224
	watermelon, id: 225
	cabbage, id: 226
	router/modem, id: 227
	golf ball, id: 228
	pine apple, id: 229
	crane, id: 230
	fire truck, id: 231
	peach, id: 232
	cello, id: 233
	notepaper, id: 234
	tricycle, id: 235
	toaster, id: 236
	helicopter, id: 237
	green beans, id: 238
	brush, id: 239
	carriage, id: 240
	cigar, id: 241
	earphone, id: 242
	penguin, id: 243
	hurdle, id: 244
	swing, id: 245
	radio, id: 246
	CD, id: 247
	parking meter, id: 248
	swan, id: 249
	garlic, id: 250
	french fries, id: 251
	horn, id: 252
	avocado, id: 253
	saxophone, id: 254
	trumpet, id: 255
	sandwich, id: 256
	cue, id: 257
	kiwi fruit, id: 258
	bear, id: 259
	fishing rod, id: 260
	cherry, id: 261
	tablet, id: 262
	green vegetables, id: 263
	nuts, id: 264
	corn, id: 265
	key, id: 266
	screwdriver, id: 267
	globe, id: 268
	broom, id: 269
	pliers, id: 270
	hammer, id: 271
	volleyball, id: 272
	eggplant, id: 273
	trophy, id: 274
	board eraser, id: 275
	dates, id: 276
	rice, id: 277
	tape measure/ruler, id: 278
	dumbbell, id: 279
	hamimelon, id: 280
	stapler, id: 281
	camel, id: 282
	lettuce, id: 283
	goldfish, id: 284
	meat balls, id: 285
	medal, id: 286
	toothpaste, id: 287
	antelope, id: 288
	shrimp, id: 289
	rickshaw, id: 290
	trombone, id: 291
	pomegranate, id: 292
	coconut, id: 293
	jellyfish, id: 294
	mushroom, id: 295
	calculator, id: 296
	treadmill, id: 297
	butterfly, id: 298
	egg tart, id: 299
	cheese, id: 300
	pomelo, id: 301
	pig, id: 302
	race car, id: 303
	rice cooker, id: 304
	tuba, id: 305
	crosswalk sign, id: 306
	papaya, id: 307
	hair dryer, id: 308
	green onion, id: 309
	chips, id: 310
	dolphin, id: 311
	sushi, id: 312
	urinal, id: 313
	donkey, id: 314
	electric drill, id: 315
	spring rolls, id: 316
	tortoise/turtle, id: 317
	parrot, id: 318
	flute, id: 319
	measuring cup, id: 320
	shark, id: 321
	steak, id: 322
	poker card, id: 323
	binoculars, id: 324
	llama, id: 325
	radish, id: 326
	noodles, id: 327
	mop, id: 328
	yak, id: 329
	crab, id: 330
	microscope, id: 331
	barbell, id: 332
	Bread/bun, id: 333
	baozi, id: 334
	lion, id: 335
	red cabbage, id: 336
	polar bear, id: 337
	lighter, id: 338
	mangosteen, id: 339
	seal, id: 340
	comb, id: 341
	eraser, id: 342
	pitaya, id: 343
	scallop, id: 344
	pencil case, id: 345
	saw, id: 346
	table tennis  paddle, id: 347
	okra, id: 348
	starfish, id: 349
	monkey, id: 350
	eagle, id: 351
	durian, id: 352
	rabbit, id: 353
	game board, id: 354
	french horn, id: 355
	ambulance, id: 356
	asparagus, id: 357
	hoverboard, id: 358
	pasta, id: 359
	target, id: 360
	hotair balloon, id: 361
	chainsaw, id: 362
	lobster, id: 363
	iron, id: 364
	flashlight, id: 365

coco数据集(80类)

COCO数据集平均每张图片包含 3.5个类别和 7.7 个实例目标,仅有不到20%的图片只包含一个类别,仅有10%的图片包含一个实例目标。

 	person  人类# 1
    vehicle 交通工具类 #8
        bicycle
         car
         motorcycle
         airplane
         bus
         train
         truck
         boat
    outdoor  户外类#5
        traffic light
        fire hydrant
        stop sign
        parking meter
        bench
    animal  动物类#10
        bird
        cat
        dog
        horse
        sheep
        cow
        elephant
        bear
        zebra
        giraffe
    accessory 饰品类 #5
        backpack 
        umbrella 
        handbag 
        tie 
        suitcase 
    sports  运动类#10
        frisbee
        skis
        snowboard
        sports ball
        kite
        baseball bat
        baseball glove
        skateboard
        surfboard
        tennis racket
    kitchen 厨房类 #7
        bottle
        wine glass
        cup
        fork
        knife
        spoon
        bowl
    food  食物类#10
        banana
        apple
        sandwich
        orange
        broccoli
        carrot
        hot dog
        pizza
        donut
        cake
    furniture 家具类#6
        chair
        couch
        potted plant
        bed
        dining table
        toilet
    electronic 电子产品类 #6
        tv
        laptop
        mouse
        remote
        keyboard
        cell phone
    appliance 家用电器类 #5
        microwave
        oven
        toaster
        sink
        refrigerator
    indoor 室内类 #7
        book
        clock
        vase
        scissors
        teddy bear
        hair drier
        toothbrush

Pascal voc (20类)

    aeroplane
    bicycle
    bird
    boat
    bottle
    bus
    car
    cat
    chair
    cow
    diningtable
    dog
    horse
    motorbike
    person
    pottedplant
    sheep
    sofa
    train
    tvmonitor

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