File size: 18,868 Bytes
92894b3 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 |
# YOLOv5 🚀 by Ultralytics, AGPL-3.0 license
# ImageNet-1k dataset https://www.image-net.org/index.php by Stanford University
# Simplified class names from https://github.com/anishathalye/imagenet-simple-labels
# Example usage: python classify/train.py --data imagenet
# parent
# ├── yolov5
# └── datasets
# └── imagenet100 ← downloads here
# Train/val/test sets as 1) dir: path/to/imgs, 2) file: path/to/imgs.txt, or 3) list: [path/to/imgs1, path/to/imgs2, ..]
path: ../datasets/imagenet1000 # dataset root dir
train: train # train images (relative to 'path') 1281167 images
val: val # val images (relative to 'path') 50000 images
test: # test images (optional)
# Classes
names:
0: tench
1: goldfish
2: great white shark
3: tiger shark
4: hammerhead shark
5: electric ray
6: stingray
7: cock
8: hen
9: ostrich
10: brambling
11: goldfinch
12: house finch
13: junco
14: indigo bunting
15: American robin
16: bulbul
17: jay
18: magpie
19: chickadee
20: American dipper
21: kite
22: bald eagle
23: vulture
24: great grey owl
25: fire salamander
26: smooth newt
27: newt
28: spotted salamander
29: axolotl
30: American bullfrog
31: tree frog
32: tailed frog
33: loggerhead sea turtle
34: leatherback sea turtle
35: mud turtle
36: terrapin
37: box turtle
38: banded gecko
39: green iguana
40: Carolina anole
41: desert grassland whiptail lizard
42: agama
43: frilled-necked lizard
44: alligator lizard
45: Gila monster
46: European green lizard
47: chameleon
48: Komodo dragon
49: Nile crocodile
50: American alligator
51: triceratops
52: worm snake
53: ring-necked snake
54: eastern hog-nosed snake
55: smooth green snake
56: kingsnake
57: garter snake
58: water snake
59: vine snake
60: night snake
61: boa constrictor
62: African rock python
63: Indian cobra
64: green mamba
65: sea snake
66: Saharan horned viper
67: eastern diamondback rattlesnake
68: sidewinder
69: trilobite
70: harvestman
71: scorpion
72: yellow garden spider
73: barn spider
74: European garden spider
75: southern black widow
76: tarantula
77: wolf spider
78: tick
79: centipede
80: black grouse
81: ptarmigan
82: ruffed grouse
83: prairie grouse
84: peacock
85: quail
86: partridge
87: grey parrot
88: macaw
89: sulphur-crested cockatoo
90: lorikeet
91: coucal
92: bee eater
93: hornbill
94: hummingbird
95: jacamar
96: toucan
97: duck
98: red-breasted merganser
99: goose
100: black swan
101: tusker
102: echidna
103: platypus
104: wallaby
105: koala
106: wombat
107: jellyfish
108: sea anemone
109: brain coral
110: flatworm
111: nematode
112: conch
113: snail
114: slug
115: sea slug
116: chiton
117: chambered nautilus
118: Dungeness crab
119: rock crab
120: fiddler crab
121: red king crab
122: American lobster
123: spiny lobster
124: crayfish
125: hermit crab
126: isopod
127: white stork
128: black stork
129: spoonbill
130: flamingo
131: little blue heron
132: great egret
133: bittern
134: crane (bird)
135: limpkin
136: common gallinule
137: American coot
138: bustard
139: ruddy turnstone
140: dunlin
141: common redshank
142: dowitcher
143: oystercatcher
144: pelican
145: king penguin
146: albatross
147: grey whale
148: killer whale
149: dugong
150: sea lion
151: Chihuahua
152: Japanese Chin
153: Maltese
154: Pekingese
155: Shih Tzu
156: King Charles Spaniel
157: Papillon
158: toy terrier
159: Rhodesian Ridgeback
160: Afghan Hound
161: Basset Hound
162: Beagle
163: Bloodhound
164: Bluetick Coonhound
165: Black and Tan Coonhound
166: Treeing Walker Coonhound
167: English foxhound
168: Redbone Coonhound
169: borzoi
170: Irish Wolfhound
171: Italian Greyhound
172: Whippet
173: Ibizan Hound
174: Norwegian Elkhound
175: Otterhound
176: Saluki
177: Scottish Deerhound
178: Weimaraner
179: Staffordshire Bull Terrier
180: American Staffordshire Terrier
181: Bedlington Terrier
182: Border Terrier
183: Kerry Blue Terrier
184: Irish Terrier
185: Norfolk Terrier
186: Norwich Terrier
187: Yorkshire Terrier
188: Wire Fox Terrier
189: Lakeland Terrier
190: Sealyham Terrier
191: Airedale Terrier
192: Cairn Terrier
193: Australian Terrier
194: Dandie Dinmont Terrier
195: Boston Terrier
196: Miniature Schnauzer
197: Giant Schnauzer
198: Standard Schnauzer
199: Scottish Terrier
200: Tibetan Terrier
201: Australian Silky Terrier
202: Soft-coated Wheaten Terrier
203: West Highland White Terrier
204: Lhasa Apso
205: Flat-Coated Retriever
206: Curly-coated Retriever
207: Golden Retriever
208: Labrador Retriever
209: Chesapeake Bay Retriever
210: German Shorthaired Pointer
211: Vizsla
212: English Setter
213: Irish Setter
214: Gordon Setter
215: Brittany
216: Clumber Spaniel
217: English Springer Spaniel
218: Welsh Springer Spaniel
219: Cocker Spaniels
220: Sussex Spaniel
221: Irish Water Spaniel
222: Kuvasz
223: Schipperke
224: Groenendael
225: Malinois
226: Briard
227: Australian Kelpie
228: Komondor
229: Old English Sheepdog
230: Shetland Sheepdog
231: collie
232: Border Collie
233: Bouvier des Flandres
234: Rottweiler
235: German Shepherd Dog
236: Dobermann
237: Miniature Pinscher
238: Greater Swiss Mountain Dog
239: Bernese Mountain Dog
240: Appenzeller Sennenhund
241: Entlebucher Sennenhund
242: Boxer
243: Bullmastiff
244: Tibetan Mastiff
245: French Bulldog
246: Great Dane
247: St. Bernard
248: husky
249: Alaskan Malamute
250: Siberian Husky
251: Dalmatian
252: Affenpinscher
253: Basenji
254: pug
255: Leonberger
256: Newfoundland
257: Pyrenean Mountain Dog
258: Samoyed
259: Pomeranian
260: Chow Chow
261: Keeshond
262: Griffon Bruxellois
263: Pembroke Welsh Corgi
264: Cardigan Welsh Corgi
265: Toy Poodle
266: Miniature Poodle
267: Standard Poodle
268: Mexican hairless dog
269: grey wolf
270: Alaskan tundra wolf
271: red wolf
272: coyote
273: dingo
274: dhole
275: African wild dog
276: hyena
277: red fox
278: kit fox
279: Arctic fox
280: grey fox
281: tabby cat
282: tiger cat
283: Persian cat
284: Siamese cat
285: Egyptian Mau
286: cougar
287: lynx
288: leopard
289: snow leopard
290: jaguar
291: lion
292: tiger
293: cheetah
294: brown bear
295: American black bear
296: polar bear
297: sloth bear
298: mongoose
299: meerkat
300: tiger beetle
301: ladybug
302: ground beetle
303: longhorn beetle
304: leaf beetle
305: dung beetle
306: rhinoceros beetle
307: weevil
308: fly
309: bee
310: ant
311: grasshopper
312: cricket
313: stick insect
314: cockroach
315: mantis
316: cicada
317: leafhopper
318: lacewing
319: dragonfly
320: damselfly
321: red admiral
322: ringlet
323: monarch butterfly
324: small white
325: sulphur butterfly
326: gossamer-winged butterfly
327: starfish
328: sea urchin
329: sea cucumber
330: cottontail rabbit
331: hare
332: Angora rabbit
333: hamster
334: porcupine
335: fox squirrel
336: marmot
337: beaver
338: guinea pig
339: common sorrel
340: zebra
341: pig
342: wild boar
343: warthog
344: hippopotamus
345: ox
346: water buffalo
347: bison
348: ram
349: bighorn sheep
350: Alpine ibex
351: hartebeest
352: impala
353: gazelle
354: dromedary
355: llama
356: weasel
357: mink
358: European polecat
359: black-footed ferret
360: otter
361: skunk
362: badger
363: armadillo
364: three-toed sloth
365: orangutan
366: gorilla
367: chimpanzee
368: gibbon
369: siamang
370: guenon
371: patas monkey
372: baboon
373: macaque
374: langur
375: black-and-white colobus
376: proboscis monkey
377: marmoset
378: white-headed capuchin
379: howler monkey
380: titi
381: Geoffroy's spider monkey
382: common squirrel monkey
383: ring-tailed lemur
384: indri
385: Asian elephant
386: African bush elephant
387: red panda
388: giant panda
389: snoek
390: eel
391: coho salmon
392: rock beauty
393: clownfish
394: sturgeon
395: garfish
396: lionfish
397: pufferfish
398: abacus
399: abaya
400: academic gown
401: accordion
402: acoustic guitar
403: aircraft carrier
404: airliner
405: airship
406: altar
407: ambulance
408: amphibious vehicle
409: analog clock
410: apiary
411: apron
412: waste container
413: assault rifle
414: backpack
415: bakery
416: balance beam
417: balloon
418: ballpoint pen
419: Band-Aid
420: banjo
421: baluster
422: barbell
423: barber chair
424: barbershop
425: barn
426: barometer
427: barrel
428: wheelbarrow
429: baseball
430: basketball
431: bassinet
432: bassoon
433: swimming cap
434: bath towel
435: bathtub
436: station wagon
437: lighthouse
438: beaker
439: military cap
440: beer bottle
441: beer glass
442: bell-cot
443: bib
444: tandem bicycle
445: bikini
446: ring binder
447: binoculars
448: birdhouse
449: boathouse
450: bobsleigh
451: bolo tie
452: poke bonnet
453: bookcase
454: bookstore
455: bottle cap
456: bow
457: bow tie
458: brass
459: bra
460: breakwater
461: breastplate
462: broom
463: bucket
464: buckle
465: bulletproof vest
466: high-speed train
467: butcher shop
468: taxicab
469: cauldron
470: candle
471: cannon
472: canoe
473: can opener
474: cardigan
475: car mirror
476: carousel
477: tool kit
478: carton
479: car wheel
480: automated teller machine
481: cassette
482: cassette player
483: castle
484: catamaran
485: CD player
486: cello
487: mobile phone
488: chain
489: chain-link fence
490: chain mail
491: chainsaw
492: chest
493: chiffonier
494: chime
495: china cabinet
496: Christmas stocking
497: church
498: movie theater
499: cleaver
500: cliff dwelling
501: cloak
502: clogs
503: cocktail shaker
504: coffee mug
505: coffeemaker
506: coil
507: combination lock
508: computer keyboard
509: confectionery store
510: container ship
511: convertible
512: corkscrew
513: cornet
514: cowboy boot
515: cowboy hat
516: cradle
517: crane (machine)
518: crash helmet
519: crate
520: infant bed
521: Crock Pot
522: croquet ball
523: crutch
524: cuirass
525: dam
526: desk
527: desktop computer
528: rotary dial telephone
529: diaper
530: digital clock
531: digital watch
532: dining table
533: dishcloth
534: dishwasher
535: disc brake
536: dock
537: dog sled
538: dome
539: doormat
540: drilling rig
541: drum
542: drumstick
543: dumbbell
544: Dutch oven
545: electric fan
546: electric guitar
547: electric locomotive
548: entertainment center
549: envelope
550: espresso machine
551: face powder
552: feather boa
553: filing cabinet
554: fireboat
555: fire engine
556: fire screen sheet
557: flagpole
558: flute
559: folding chair
560: football helmet
561: forklift
562: fountain
563: fountain pen
564: four-poster bed
565: freight car
566: French horn
567: frying pan
568: fur coat
569: garbage truck
570: gas mask
571: gas pump
572: goblet
573: go-kart
574: golf ball
575: golf cart
576: gondola
577: gong
578: gown
579: grand piano
580: greenhouse
581: grille
582: grocery store
583: guillotine
584: barrette
585: hair spray
586: half-track
587: hammer
588: hamper
589: hair dryer
590: hand-held computer
591: handkerchief
592: hard disk drive
593: harmonica
594: harp
595: harvester
596: hatchet
597: holster
598: home theater
599: honeycomb
600: hook
601: hoop skirt
602: horizontal bar
603: horse-drawn vehicle
604: hourglass
605: iPod
606: clothes iron
607: jack-o'-lantern
608: jeans
609: jeep
610: T-shirt
611: jigsaw puzzle
612: pulled rickshaw
613: joystick
614: kimono
615: knee pad
616: knot
617: lab coat
618: ladle
619: lampshade
620: laptop computer
621: lawn mower
622: lens cap
623: paper knife
624: library
625: lifeboat
626: lighter
627: limousine
628: ocean liner
629: lipstick
630: slip-on shoe
631: lotion
632: speaker
633: loupe
634: sawmill
635: magnetic compass
636: mail bag
637: mailbox
638: tights
639: tank suit
640: manhole cover
641: maraca
642: marimba
643: mask
644: match
645: maypole
646: maze
647: measuring cup
648: medicine chest
649: megalith
650: microphone
651: microwave oven
652: military uniform
653: milk can
654: minibus
655: miniskirt
656: minivan
657: missile
658: mitten
659: mixing bowl
660: mobile home
661: Model T
662: modem
663: monastery
664: monitor
665: moped
666: mortar
667: square academic cap
668: mosque
669: mosquito net
670: scooter
671: mountain bike
672: tent
673: computer mouse
674: mousetrap
675: moving van
676: muzzle
677: nail
678: neck brace
679: necklace
680: nipple
681: notebook computer
682: obelisk
683: oboe
684: ocarina
685: odometer
686: oil filter
687: organ
688: oscilloscope
689: overskirt
690: bullock cart
691: oxygen mask
692: packet
693: paddle
694: paddle wheel
695: padlock
696: paintbrush
697: pajamas
698: palace
699: pan flute
700: paper towel
701: parachute
702: parallel bars
703: park bench
704: parking meter
705: passenger car
706: patio
707: payphone
708: pedestal
709: pencil case
710: pencil sharpener
711: perfume
712: Petri dish
713: photocopier
714: plectrum
715: Pickelhaube
716: picket fence
717: pickup truck
718: pier
719: piggy bank
720: pill bottle
721: pillow
722: ping-pong ball
723: pinwheel
724: pirate ship
725: pitcher
726: hand plane
727: planetarium
728: plastic bag
729: plate rack
730: plow
731: plunger
732: Polaroid camera
733: pole
734: police van
735: poncho
736: billiard table
737: soda bottle
738: pot
739: potter's wheel
740: power drill
741: prayer rug
742: printer
743: prison
744: projectile
745: projector
746: hockey puck
747: punching bag
748: purse
749: quill
750: quilt
751: race car
752: racket
753: radiator
754: radio
755: radio telescope
756: rain barrel
757: recreational vehicle
758: reel
759: reflex camera
760: refrigerator
761: remote control
762: restaurant
763: revolver
764: rifle
765: rocking chair
766: rotisserie
767: eraser
768: rugby ball
769: ruler
770: running shoe
771: safe
772: safety pin
773: salt shaker
774: sandal
775: sarong
776: saxophone
777: scabbard
778: weighing scale
779: school bus
780: schooner
781: scoreboard
782: CRT screen
783: screw
784: screwdriver
785: seat belt
786: sewing machine
787: shield
788: shoe store
789: shoji
790: shopping basket
791: shopping cart
792: shovel
793: shower cap
794: shower curtain
795: ski
796: ski mask
797: sleeping bag
798: slide rule
799: sliding door
800: slot machine
801: snorkel
802: snowmobile
803: snowplow
804: soap dispenser
805: soccer ball
806: sock
807: solar thermal collector
808: sombrero
809: soup bowl
810: space bar
811: space heater
812: space shuttle
813: spatula
814: motorboat
815: spider web
816: spindle
817: sports car
818: spotlight
819: stage
820: steam locomotive
821: through arch bridge
822: steel drum
823: stethoscope
824: scarf
825: stone wall
826: stopwatch
827: stove
828: strainer
829: tram
830: stretcher
831: couch
832: stupa
833: submarine
834: suit
835: sundial
836: sunglass
837: sunglasses
838: sunscreen
839: suspension bridge
840: mop
841: sweatshirt
842: swimsuit
843: swing
844: switch
845: syringe
846: table lamp
847: tank
848: tape player
849: teapot
850: teddy bear
851: television
852: tennis ball
853: thatched roof
854: front curtain
855: thimble
856: threshing machine
857: throne
858: tile roof
859: toaster
860: tobacco shop
861: toilet seat
862: torch
863: totem pole
864: tow truck
865: toy store
866: tractor
867: semi-trailer truck
868: tray
869: trench coat
870: tricycle
871: trimaran
872: tripod
873: triumphal arch
874: trolleybus
875: trombone
876: tub
877: turnstile
878: typewriter keyboard
879: umbrella
880: unicycle
881: upright piano
882: vacuum cleaner
883: vase
884: vault
885: velvet
886: vending machine
887: vestment
888: viaduct
889: violin
890: volleyball
891: waffle iron
892: wall clock
893: wallet
894: wardrobe
895: military aircraft
896: sink
897: washing machine
898: water bottle
899: water jug
900: water tower
901: whiskey jug
902: whistle
903: wig
904: window screen
905: window shade
906: Windsor tie
907: wine bottle
908: wing
909: wok
910: wooden spoon
911: wool
912: split-rail fence
913: shipwreck
914: yawl
915: yurt
916: website
917: comic book
918: crossword
919: traffic sign
920: traffic light
921: dust jacket
922: menu
923: plate
924: guacamole
925: consomme
926: hot pot
927: trifle
928: ice cream
929: ice pop
930: baguette
931: bagel
932: pretzel
933: cheeseburger
934: hot dog
935: mashed potato
936: cabbage
937: broccoli
938: cauliflower
939: zucchini
940: spaghetti squash
941: acorn squash
942: butternut squash
943: cucumber
944: artichoke
945: bell pepper
946: cardoon
947: mushroom
948: Granny Smith
949: strawberry
950: orange
951: lemon
952: fig
953: pineapple
954: banana
955: jackfruit
956: custard apple
957: pomegranate
958: hay
959: carbonara
960: chocolate syrup
961: dough
962: meatloaf
963: pizza
964: pot pie
965: burrito
966: red wine
967: espresso
968: cup
969: eggnog
970: alp
971: bubble
972: cliff
973: coral reef
974: geyser
975: lakeshore
976: promontory
977: shoal
978: seashore
979: valley
980: volcano
981: baseball player
982: bridegroom
983: scuba diver
984: rapeseed
985: daisy
986: yellow lady's slipper
987: corn
988: acorn
989: rose hip
990: horse chestnut seed
991: coral fungus
992: agaric
993: gyromitra
994: stinkhorn mushroom
995: earth star
996: hen-of-the-woods
997: bolete
998: ear
999: toilet paper
# Download script/URL (optional)
download: data/scripts/get_imagenet1000.sh
|