# Ultralytics YOLO 🚀, AGPL-3.0 license # LVIS dataset http://www.lvisdataset.org by Facebook AI Research. # Documentation: https://docs.ultralytics.com/datasets/detect/lvis/ # Example usage: yolo train data=lvis.yaml # parent # ├── ultralytics # └── datasets # └── lvis ← downloads here (20.1 GB) # 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/lvis # dataset root dir train: train.txt # train images (relative to 'path') 100170 images val: val.txt # val images (relative to 'path') 19809 images minival: minival.txt # minval images (relative to 'path') 5000 images names: 0: aerosol can/spray can 1: air conditioner 2: airplane/aeroplane 3: alarm clock 4: alcohol/alcoholic beverage 5: alligator/gator 6: almond 7: ambulance 8: amplifier 9: anklet/ankle bracelet 10: antenna/aerial/transmitting aerial 11: apple 12: applesauce 13: apricot 14: apron 15: aquarium/fish tank 16: arctic/arctic type of shoe/galosh/golosh/rubber/rubber type of shoe/gumshoe 17: armband 18: armchair 19: armoire 20: armor/armour 21: artichoke 22: trash can/garbage can/wastebin/dustbin/trash barrel/trash bin 23: ashtray 24: asparagus 25: atomizer/atomiser/spray/sprayer/nebulizer/nebuliser 26: avocado 27: award/accolade 28: awning 29: ax/axe 30: baboon 31: baby buggy/baby carriage/perambulator/pram/stroller 32: basketball backboard 33: backpack/knapsack/packsack/rucksack/haversack 34: handbag/purse/pocketbook 35: suitcase/baggage/luggage 36: bagel/beigel 37: bagpipe 38: baguet/baguette 39: bait/lure 40: ball 41: ballet skirt/tutu 42: balloon 43: bamboo 44: banana 45: Band Aid 46: bandage 47: bandanna/bandana 48: banjo 49: banner/streamer 50: barbell 51: barge 52: barrel/cask 53: barrette 54: barrow/garden cart/lawn cart/wheelbarrow 55: baseball base 56: baseball 57: baseball bat 58: baseball cap/jockey cap/golf cap 59: baseball glove/baseball mitt 60: basket/handbasket 61: basketball 62: bass horn/sousaphone/tuba 63: bat/bat animal 64: bath mat 65: bath towel 66: bathrobe 67: bathtub/bathing tub 68: batter/batter food 69: battery 70: beachball 71: bead 72: bean curd/tofu 73: beanbag 74: beanie/beany 75: bear 76: bed 77: bedpan 78: bedspread/bedcover/bed covering/counterpane/spread 79: cow 80: beef/beef food/boeuf/boeuf food 81: beeper/pager 82: beer bottle 83: beer can 84: beetle 85: bell 86: bell pepper/capsicum 87: belt 88: belt buckle 89: bench 90: beret 91: bib 92: Bible 93: bicycle/bike/bike bicycle 94: visor/vizor 95: billboard 96: binder/ring-binder 97: binoculars/field glasses/opera glasses 98: bird 99: birdfeeder 100: birdbath 101: birdcage 102: birdhouse 103: birthday cake 104: birthday card 105: pirate flag 106: black sheep 107: blackberry 108: blackboard/chalkboard 109: blanket 110: blazer/sport jacket/sport coat/sports jacket/sports coat 111: blender/liquidizer/liquidiser 112: blimp 113: blinker/flasher 114: blouse 115: blueberry 116: gameboard 117: boat/ship/ship boat 118: bob/bobber/bobfloat 119: bobbin/spool/reel 120: bobby pin/hairgrip 121: boiled egg/coddled egg 122: bolo tie/bolo/bola tie/bola 123: deadbolt 124: bolt 125: bonnet 126: book 127: bookcase 128: booklet/brochure/leaflet/pamphlet 129: bookmark/bookmarker 130: boom microphone/microphone boom 131: boot 132: bottle 133: bottle opener 134: bouquet 135: bow/bow weapon 136: bow/bow decorative ribbons 137: bow-tie/bowtie 138: bowl 139: pipe bowl 140: bowler hat/bowler/derby hat/derby/plug hat 141: bowling ball 142: box 143: boxing glove 144: suspenders 145: bracelet/bangle 146: brass plaque 147: brassiere/bra/bandeau 148: bread-bin/breadbox 149: bread 150: breechcloth/breechclout/loincloth 151: bridal gown/wedding gown/wedding dress 152: briefcase 153: broccoli 154: broach 155: broom 156: brownie 157: brussels sprouts 158: bubble gum 159: bucket/pail 160: horse buggy 161: horned cow 162: bulldog 163: bulldozer/dozer 164: bullet train 165: bulletin board/notice board 166: bulletproof vest 167: bullhorn/megaphone 168: bun/roll 169: bunk bed 170: buoy 171: burrito 172: bus/bus vehicle/autobus/charabanc/double-decker/motorbus/motorcoach 173: business card 174: butter 175: butterfly 176: button 177: cab/cab taxi/taxi/taxicab 178: cabana 179: cabin car/caboose 180: cabinet 181: locker/storage locker 182: cake 183: calculator 184: calendar 185: calf 186: camcorder 187: camel 188: camera 189: camera lens 190: camper/camper vehicle/camping bus/motor home 191: can/tin can 192: can opener/tin opener 193: candle/candlestick 194: candle holder 195: candy bar 196: candy cane 197: walking cane 198: canister/canister 199: canoe 200: cantaloup/cantaloupe 201: canteen 202: cap/cap headwear 203: bottle cap/cap/cap container lid 204: cape 205: cappuccino/coffee cappuccino 206: car/car automobile/auto/auto automobile/automobile 207: railcar/railcar part of a train/railway car/railway car part of a train/railroad car/railroad car part of a train 208: elevator car 209: car battery/automobile battery 210: identity card 211: card 212: cardigan 213: cargo ship/cargo vessel 214: carnation 215: horse carriage 216: carrot 217: tote bag 218: cart 219: carton 220: cash register/register/register for cash transactions 221: casserole 222: cassette 223: cast/plaster cast/plaster bandage 224: cat 225: cauliflower 226: cayenne/cayenne spice/cayenne pepper/cayenne pepper spice/red pepper/red pepper spice 227: CD player 228: celery 229: cellular telephone/cellular phone/cellphone/mobile phone/smart phone 230: chain mail/ring mail/chain armor/chain armour/ring armor/ring armour 231: chair 232: chaise longue/chaise/daybed 233: chalice 234: chandelier 235: chap 236: checkbook/chequebook 237: checkerboard 238: cherry 239: chessboard 240: chicken/chicken animal 241: chickpea/garbanzo 242: chili/chili vegetable/chili pepper/chili pepper vegetable/chilli/chilli vegetable/chilly/chilly vegetable/chile/chile vegetable 243: chime/gong 244: chinaware 245: crisp/crisp potato chip/potato chip 246: poker chip 247: chocolate bar 248: chocolate cake 249: chocolate milk 250: chocolate mousse 251: choker/collar/neckband 252: chopping board/cutting board/chopping block 253: chopstick 254: Christmas tree 255: slide 256: cider/cyder 257: cigar box 258: cigarette 259: cigarette case/cigarette pack 260: cistern/water tank 261: clarinet 262: clasp 263: cleansing agent/cleanser/cleaner 264: cleat/cleat for securing rope 265: clementine 266: clip 267: clipboard 268: clippers/clippers for plants 269: cloak 270: clock/timepiece/timekeeper 271: clock tower 272: clothes hamper/laundry basket/clothes basket 273: clothespin/clothes peg 274: clutch bag 275: coaster 276: coat 277: coat hanger/clothes hanger/dress hanger 278: coatrack/hatrack 279: cock/rooster 280: cockroach 281: cocoa/cocoa beverage/hot chocolate/hot chocolate beverage/drinking chocolate 282: coconut/cocoanut 283: coffee maker/coffee machine 284: coffee table/cocktail table 285: coffeepot 286: coil 287: coin 288: colander/cullender 289: coleslaw/slaw 290: coloring material/colouring material 291: combination lock 292: pacifier/teething ring 293: comic book 294: compass 295: computer keyboard/keyboard/keyboard computer 296: condiment 297: cone/traffic cone 298: control/controller 299: convertible/convertible automobile 300: sofa bed 301: cooker 302: cookie/cooky/biscuit/biscuit cookie 303: cooking utensil 304: cooler/cooler for food/ice chest 305: cork/cork bottle plug/bottle cork 306: corkboard 307: corkscrew/bottle screw 308: edible corn/corn/maize 309: cornbread 310: cornet/horn/trumpet 311: cornice/valance/valance board/pelmet 312: cornmeal 313: corset/girdle 314: costume 315: cougar/puma/catamount/mountain lion/panther 316: coverall 317: cowbell 318: cowboy hat/ten-gallon hat 319: crab/crab animal 320: crabmeat 321: cracker 322: crape/crepe/French pancake 323: crate 324: crayon/wax crayon 325: cream pitcher 326: crescent roll/croissant 327: crib/cot 328: crock pot/earthenware jar 329: crossbar 330: crouton 331: crow 332: crowbar/wrecking bar/pry bar 333: crown 334: crucifix 335: cruise ship/cruise liner 336: police cruiser/patrol car/police car/squad car 337: crumb 338: crutch 339: cub/cub animal 340: cube/square block 341: cucumber/cuke 342: cufflink 343: cup 344: trophy cup 345: cupboard/closet 346: cupcake 347: hair curler/hair roller/hair crimper 348: curling iron 349: curtain/drapery 350: cushion 351: cylinder 352: cymbal 353: dagger 354: dalmatian 355: dartboard 356: date/date fruit 357: deck chair/beach chair 358: deer/cervid 359: dental floss/floss 360: desk 361: detergent 362: diaper 363: diary/journal 364: die/dice 365: dinghy/dory/rowboat 366: dining table 367: tux/tuxedo 368: dish 369: dish antenna 370: dishrag/dishcloth 371: dishtowel/tea towel 372: dishwasher/dishwashing machine 373: dishwasher detergent/dishwashing detergent/dishwashing liquid/dishsoap 374: dispenser 375: diving board 376: Dixie cup/paper cup 377: dog 378: dog collar 379: doll 380: dollar/dollar bill/one dollar bill 381: dollhouse/doll's house 382: dolphin 383: domestic ass/donkey 384: doorknob/doorhandle 385: doormat/welcome mat 386: doughnut/donut 387: dove 388: dragonfly 389: drawer 390: underdrawers/boxers/boxershorts 391: dress/frock 392: dress hat/high hat/opera hat/silk hat/top hat 393: dress suit 394: dresser 395: drill 396: drone 397: dropper/eye dropper 398: drum/drum musical instrument 399: drumstick 400: duck 401: duckling 402: duct tape 403: duffel bag/duffle bag/duffel/duffle 404: dumbbell 405: dumpster 406: dustpan 407: eagle 408: earphone/earpiece/headphone 409: earplug 410: earring 411: easel 412: eclair 413: eel 414: egg/eggs 415: egg roll/spring roll 416: egg yolk/yolk/yolk egg 417: eggbeater/eggwhisk 418: eggplant/aubergine 419: electric chair 420: refrigerator 421: elephant 422: elk/moose 423: envelope 424: eraser 425: escargot 426: eyepatch 427: falcon 428: fan 429: faucet/spigot/tap 430: fedora 431: ferret 432: Ferris wheel 433: ferry/ferryboat 434: fig/fig fruit 435: fighter jet/fighter aircraft/attack aircraft 436: figurine 437: file cabinet/filing cabinet 438: file/file tool 439: fire alarm/smoke alarm 440: fire engine/fire truck 441: fire extinguisher/extinguisher 442: fire hose 443: fireplace 444: fireplug/fire hydrant/hydrant 445: first-aid kit 446: fish 447: fish/fish food 448: fishbowl/goldfish bowl 449: fishing rod/fishing pole 450: flag 451: flagpole/flagstaff 452: flamingo 453: flannel 454: flap 455: flash/flashbulb 456: flashlight/torch 457: fleece 458: flip-flop/flip-flop sandal 459: flipper/flipper footwear/fin/fin footwear 460: flower arrangement/floral arrangement 461: flute glass/champagne flute 462: foal 463: folding chair 464: food processor 465: football/football American 466: football helmet 467: footstool/footrest 468: fork 469: forklift 470: freight car 471: French toast 472: freshener/air freshener 473: frisbee 474: frog/toad/toad frog 475: fruit juice 476: frying pan/frypan/skillet 477: fudge 478: funnel 479: futon 480: gag/muzzle 481: garbage 482: garbage truck 483: garden hose 484: gargle/mouthwash 485: gargoyle 486: garlic/ail 487: gasmask/respirator/gas helmet 488: gazelle 489: gelatin/jelly 490: gemstone 491: generator 492: giant panda/panda/panda bear 493: gift wrap 494: ginger/gingerroot 495: giraffe 496: cincture/sash/waistband/waistcloth 497: glass/glass drink container/drinking glass 498: globe 499: glove 500: goat 501: goggles 502: goldfish 503: golf club/golf-club 504: golfcart 505: gondola/gondola boat 506: goose 507: gorilla 508: gourd 509: grape 510: grater 511: gravestone/headstone/tombstone 512: gravy boat/gravy holder 513: green bean 514: green onion/spring onion/scallion 515: griddle 516: grill/grille/grillwork/radiator grille 517: grits/hominy grits 518: grizzly/grizzly bear 519: grocery bag 520: guitar 521: gull/seagull 522: gun 523: hairbrush 524: hairnet 525: hairpin 526: halter top 527: ham/jambon/gammon 528: hamburger/beefburger/burger 529: hammer 530: hammock 531: hamper 532: hamster 533: hair dryer 534: hand glass/hand mirror 535: hand towel/face towel 536: handcart/pushcart/hand truck 537: handcuff 538: handkerchief 539: handle/grip/handgrip 540: handsaw/carpenter's saw 541: hardback book/hardcover book 542: harmonium/organ/organ musical instrument/reed organ/reed organ musical instrument 543: hat 544: hatbox 545: veil 546: headband 547: headboard 548: headlight/headlamp 549: headscarf 550: headset 551: headstall/headstall for horses/headpiece/headpiece for horses 552: heart 553: heater/warmer 554: helicopter 555: helmet 556: heron 557: highchair/feeding chair 558: hinge 559: hippopotamus 560: hockey stick 561: hog/pig 562: home plate/home plate baseball/home base/home base baseball 563: honey 564: fume hood/exhaust hood 565: hook 566: hookah/narghile/nargileh/sheesha/shisha/water pipe 567: hornet 568: horse 569: hose/hosepipe 570: hot-air balloon 571: hotplate 572: hot sauce 573: hourglass 574: houseboat 575: hummingbird 576: hummus/humus/hommos/hoummos/humous 577: polar bear 578: icecream 579: popsicle 580: ice maker 581: ice pack/ice bag 582: ice skate 583: igniter/ignitor/lighter 584: inhaler/inhalator 585: iPod 586: iron/iron for clothing/smoothing iron/smoothing iron for clothing 587: ironing board 588: jacket 589: jam 590: jar 591: jean/blue jean/denim 592: jeep/landrover 593: jelly bean/jelly egg 594: jersey/T-shirt/tee shirt 595: jet plane/jet-propelled plane 596: jewel/gem/precious stone 597: jewelry/jewellery 598: joystick 599: jumpsuit 600: kayak 601: keg 602: kennel/doghouse 603: kettle/boiler 604: key 605: keycard 606: kilt 607: kimono 608: kitchen sink 609: kitchen table 610: kite 611: kitten/kitty 612: kiwi fruit 613: knee pad 614: knife 615: knitting needle 616: knob 617: knocker/knocker on a door/doorknocker 618: koala/koala bear 619: lab coat/laboratory coat 620: ladder 621: ladle 622: ladybug/ladybeetle/ladybird beetle 623: lamb/lamb animal 624: lamb-chop/lambchop 625: lamp 626: lamppost 627: lampshade 628: lantern 629: lanyard/laniard 630: laptop computer/notebook computer 631: lasagna/lasagne 632: latch 633: lawn mower 634: leather 635: legging/legging clothing/leging/leging clothing/leg covering 636: Lego/Lego set 637: legume 638: lemon 639: lemonade 640: lettuce 641: license plate/numberplate 642: life buoy/lifesaver/life belt/life ring 643: life jacket/life vest 644: lightbulb 645: lightning rod/lightning conductor 646: lime 647: limousine 648: lion 649: lip balm 650: liquor/spirits/hard liquor/liqueur/cordial 651: lizard 652: log 653: lollipop 654: speaker/speaker stereo equipment 655: loveseat 656: machine gun 657: magazine 658: magnet 659: mail slot 660: mailbox/mailbox at home/letter box/letter box at home 661: mallard 662: mallet 663: mammoth 664: manatee 665: mandarin orange 666: manager/through 667: manhole 668: map 669: marker 670: martini 671: mascot 672: mashed potato 673: masher 674: mask/facemask 675: mast 676: mat/mat gym equipment/gym mat 677: matchbox 678: mattress 679: measuring cup 680: measuring stick/ruler/ruler measuring stick/measuring rod 681: meatball 682: medicine 683: melon 684: microphone 685: microscope 686: microwave oven 687: milestone/milepost 688: milk 689: milk can 690: milkshake 691: minivan 692: mint candy 693: mirror 694: mitten 695: mixer/mixer kitchen tool/stand mixer 696: money 697: monitor/monitor computer equipment 698: monkey 699: motor 700: motor scooter/scooter 701: motor vehicle/automotive vehicle 702: motorcycle 703: mound/mound baseball/pitcher's mound 704: mouse/mouse computer equipment/computer mouse 705: mousepad 706: muffin 707: mug 708: mushroom 709: music stool/piano stool 710: musical instrument/instrument/instrument musical 711: nailfile 712: napkin/table napkin/serviette 713: neckerchief 714: necklace 715: necktie/tie/tie necktie 716: needle 717: nest 718: newspaper/paper/paper newspaper 719: newsstand 720: nightshirt/nightwear/sleepwear/nightclothes 721: nosebag/nosebag for animals/feedbag 722: noseband/noseband for animals/nosepiece/nosepiece for animals 723: notebook 724: notepad 725: nut 726: nutcracker 727: oar 728: octopus/octopus food 729: octopus/octopus animal 730: oil lamp/kerosene lamp/kerosine lamp 731: olive oil 732: omelet/omelette 733: onion 734: orange/orange fruit 735: orange juice 736: ostrich 737: ottoman/pouf/pouffe/hassock 738: oven 739: overalls/overalls clothing 740: owl 741: packet 742: inkpad/inking pad/stamp pad 743: pad 744: paddle/boat paddle 745: padlock 746: paintbrush 747: painting 748: pajamas/pyjamas 749: palette/pallet 750: pan/pan for cooking/cooking pan 751: pan/pan metal container 752: pancake 753: pantyhose 754: papaya 755: paper plate 756: paper towel 757: paperback book/paper-back book/softback book/soft-cover book 758: paperweight 759: parachute 760: parakeet/parrakeet/parroket/paraquet/paroquet/parroquet 761: parasail/parasail sports 762: parasol/sunshade 763: parchment 764: parka/anorak 765: parking meter 766: parrot 767: passenger car/passenger car part of a train/coach/coach part of a train 768: passenger ship 769: passport 770: pastry 771: patty/patty food 772: pea/pea food 773: peach 774: peanut butter 775: pear 776: peeler/peeler tool for fruit and vegetables 777: wooden leg/pegleg 778: pegboard 779: pelican 780: pen 781: pencil 782: pencil box/pencil case 783: pencil sharpener 784: pendulum 785: penguin 786: pennant 787: penny/penny coin 788: pepper/peppercorn 789: pepper mill/pepper grinder 790: perfume 791: persimmon 792: person/baby/child/boy/girl/man/woman/human 793: pet 794: pew/pew church bench/church bench 795: phonebook/telephone book/telephone directory 796: phonograph record/phonograph recording/record/record phonograph recording 797: piano 798: pickle 799: pickup truck 800: pie 801: pigeon 802: piggy bank/penny bank 803: pillow 804: pin/pin non jewelry 805: pineapple 806: pinecone 807: ping-pong ball 808: pinwheel 809: tobacco pipe 810: pipe/piping 811: pistol/handgun 812: pita/pita bread/pocket bread 813: pitcher/pitcher vessel for liquid/ewer 814: pitchfork 815: pizza 816: place mat 817: plate 818: platter 819: playpen 820: pliers/plyers 821: plow/plow farm equipment/plough/plough farm equipment 822: plume 823: pocket watch 824: pocketknife 825: poker/poker fire stirring tool/stove poker/fire hook 826: pole/post 827: polo shirt/sport shirt 828: poncho 829: pony 830: pool table/billiard table/snooker table 831: pop/pop soda/soda/soda pop/tonic/soft drink 832: postbox/postbox public/mailbox/mailbox public 833: postcard/postal card/mailing-card 834: poster/placard 835: pot 836: flowerpot 837: potato 838: potholder 839: pottery/clayware 840: pouch 841: power shovel/excavator/digger 842: prawn/shrimp 843: pretzel 844: printer/printing machine 845: projectile/projectile weapon/missile 846: projector 847: propeller/propellor 848: prune 849: pudding 850: puffer/puffer fish/pufferfish/blowfish/globefish 851: puffin 852: pug-dog 853: pumpkin 854: puncher 855: puppet/marionette 856: puppy 857: quesadilla 858: quiche 859: quilt/comforter 860: rabbit 861: race car/racing car 862: racket/racquet 863: radar 864: radiator 865: radio receiver/radio set/radio/tuner/tuner radio 866: radish/daikon 867: raft 868: rag doll 869: raincoat/waterproof jacket 870: ram/ram animal 871: raspberry 872: rat 873: razorblade 874: reamer/reamer juicer/juicer/juice reamer 875: rearview mirror 876: receipt 877: recliner/reclining chair/lounger/lounger chair 878: record player/phonograph/phonograph record player/turntable 879: reflector 880: remote control 881: rhinoceros 882: rib/rib food 883: rifle 884: ring 885: river boat 886: road map 887: robe 888: rocking chair 889: rodent 890: roller skate 891: Rollerblade 892: rolling pin 893: root beer 894: router/router computer equipment 895: rubber band/elastic band 896: runner/runner carpet 897: plastic bag/paper bag 898: saddle/saddle on an animal 899: saddle blanket/saddlecloth/horse blanket 900: saddlebag 901: safety pin 902: sail 903: salad 904: salad plate/salad bowl 905: salami 906: salmon/salmon fish 907: salmon/salmon food 908: salsa 909: saltshaker 910: sandal/sandal type of shoe 911: sandwich 912: satchel 913: saucepan 914: saucer 915: sausage 916: sawhorse/sawbuck 917: saxophone 918: scale/scale measuring instrument 919: scarecrow/strawman 920: scarf 921: school bus 922: scissors 923: scoreboard 924: scraper 925: screwdriver 926: scrubbing brush 927: sculpture 928: seabird/seafowl 929: seahorse 930: seaplane/hydroplane 931: seashell 932: sewing machine 933: shaker 934: shampoo 935: shark 936: sharpener 937: Sharpie 938: shaver/shaver electric/electric shaver/electric razor 939: shaving cream/shaving soap 940: shawl 941: shears 942: sheep 943: shepherd dog/sheepdog 944: sherbert/sherbet 945: shield 946: shirt 947: shoe/sneaker/sneaker type of shoe/tennis shoe 948: shopping bag 949: shopping cart 950: short pants/shorts/shorts clothing/trunks/trunks clothing 951: shot glass 952: shoulder bag 953: shovel 954: shower head 955: shower cap 956: shower curtain 957: shredder/shredder for paper 958: signboard 959: silo 960: sink 961: skateboard 962: skewer 963: ski 964: ski boot 965: ski parka/ski jacket 966: ski pole 967: skirt 968: skullcap 969: sled/sledge/sleigh 970: sleeping bag 971: sling/sling bandage/triangular bandage 972: slipper/slipper footwear/carpet slipper/carpet slipper footwear 973: smoothie 974: snake/serpent 975: snowboard 976: snowman 977: snowmobile 978: soap 979: soccer ball 980: sock 981: sofa/couch/lounge 982: softball 983: solar array/solar battery/solar panel 984: sombrero 985: soup 986: soup bowl 987: soupspoon 988: sour cream/soured cream 989: soya milk/soybean milk/soymilk 990: space shuttle 991: sparkler/sparkler fireworks 992: spatula 993: spear/lance 994: spectacles/specs/eyeglasses/glasses 995: spice rack 996: spider 997: crawfish/crayfish 998: sponge 999: spoon 1000: sportswear/athletic wear/activewear 1001: spotlight 1002: squid/squid food/calamari/calamary 1003: squirrel 1004: stagecoach 1005: stapler/stapler stapling machine 1006: starfish/sea star 1007: statue/statue sculpture 1008: steak/steak food 1009: steak knife 1010: steering wheel 1011: stepladder 1012: step stool 1013: stereo/stereo sound system 1014: stew 1015: stirrer 1016: stirrup 1017: stool 1018: stop sign 1019: brake light 1020: stove/kitchen stove/range/range kitchen appliance/kitchen range/cooking stove 1021: strainer 1022: strap 1023: straw/straw for drinking/drinking straw 1024: strawberry 1025: street sign 1026: streetlight/street lamp 1027: string cheese 1028: stylus 1029: subwoofer 1030: sugar bowl 1031: sugarcane/sugarcane plant 1032: suit/suit clothing 1033: sunflower 1034: sunglasses 1035: sunhat 1036: surfboard 1037: sushi 1038: mop 1039: sweat pants 1040: sweatband 1041: sweater 1042: sweatshirt 1043: sweet potato 1044: swimsuit/swimwear/bathing suit/swimming costume/bathing costume/swimming trunks/bathing trunks 1045: sword 1046: syringe 1047: Tabasco sauce 1048: table-tennis table/ping-pong table 1049: table 1050: table lamp 1051: tablecloth 1052: tachometer 1053: taco 1054: tag 1055: taillight/rear light 1056: tambourine 1057: army tank/armored combat vehicle/armoured combat vehicle 1058: tank/tank storage vessel/storage tank 1059: tank top/tank top clothing 1060: tape/tape sticky cloth or paper 1061: tape measure/measuring tape 1062: tapestry 1063: tarp 1064: tartan/plaid 1065: tassel 1066: tea bag 1067: teacup 1068: teakettle 1069: teapot 1070: teddy bear 1071: telephone/phone/telephone set 1072: telephone booth/phone booth/call box/telephone box/telephone kiosk 1073: telephone pole/telegraph pole/telegraph post 1074: telephoto lens/zoom lens 1075: television camera/tv camera 1076: television set/tv/tv set 1077: tennis ball 1078: tennis racket 1079: tequila 1080: thermometer 1081: thermos bottle 1082: thermostat 1083: thimble 1084: thread/yarn 1085: thumbtack/drawing pin/pushpin 1086: tiara 1087: tiger 1088: tights/tights clothing/leotards 1089: timer/stopwatch 1090: tinfoil 1091: tinsel 1092: tissue paper 1093: toast/toast food 1094: toaster 1095: toaster oven 1096: toilet 1097: toilet tissue/toilet paper/bathroom tissue 1098: tomato 1099: tongs 1100: toolbox 1101: toothbrush 1102: toothpaste 1103: toothpick 1104: cover 1105: tortilla 1106: tow truck 1107: towel 1108: towel rack/towel rail/towel bar 1109: toy 1110: tractor/tractor farm equipment 1111: traffic light 1112: dirt bike 1113: trailer truck/tractor trailer/trucking rig/articulated lorry/semi truck 1114: train/train railroad vehicle/railroad train 1115: trampoline 1116: tray 1117: trench coat 1118: triangle/triangle musical instrument 1119: tricycle 1120: tripod 1121: trousers/pants/pants clothing 1122: truck 1123: truffle/truffle chocolate/chocolate truffle 1124: trunk 1125: vat 1126: turban 1127: turkey/turkey food 1128: turnip 1129: turtle 1130: turtleneck/turtleneck clothing/polo-neck 1131: typewriter 1132: umbrella 1133: underwear/underclothes/underclothing/underpants 1134: unicycle 1135: urinal 1136: urn 1137: vacuum cleaner 1138: vase 1139: vending machine 1140: vent/blowhole/air vent 1141: vest/waistcoat 1142: videotape 1143: vinegar 1144: violin/fiddle 1145: vodka 1146: volleyball 1147: vulture 1148: waffle 1149: waffle iron 1150: wagon 1151: wagon wheel 1152: walking stick 1153: wall clock 1154: wall socket/wall plug/electric outlet/electrical outlet/outlet/electric receptacle 1155: wallet/billfold 1156: walrus 1157: wardrobe 1158: washbasin/basin/basin for washing/washbowl/washstand/handbasin 1159: automatic washer/washing machine 1160: watch/wristwatch 1161: water bottle 1162: water cooler 1163: water faucet/water tap/tap/tap water faucet 1164: water heater/hot-water heater 1165: water jug 1166: water gun/squirt gun 1167: water scooter/sea scooter/jet ski 1168: water ski 1169: water tower 1170: watering can 1171: watermelon 1172: weathervane/vane/vane weathervane/wind vane 1173: webcam 1174: wedding cake/bridecake 1175: wedding ring/wedding band 1176: wet suit 1177: wheel 1178: wheelchair 1179: whipped cream 1180: whistle 1181: wig 1182: wind chime 1183: windmill 1184: window box/window box for plants 1185: windshield wiper/windscreen wiper/wiper/wiper for windshield or screen 1186: windsock/air sock/air-sleeve/wind sleeve/wind cone 1187: wine bottle 1188: wine bucket/wine cooler 1189: wineglass 1190: blinder/blinder for horses 1191: wok 1192: wolf 1193: wooden spoon 1194: wreath 1195: wrench/spanner 1196: wristband 1197: wristlet/wrist band 1198: yacht 1199: yogurt/yoghurt/yoghourt 1200: yoke/yoke animal equipment 1201: zebra 1202: zucchini/courgette # Download script/URL (optional) download: | from ultralytics.utils.downloads import download from pathlib import Path # Download labels dir = Path(yaml['path']) # dataset root dir url = 'https://github.com/ultralytics/assets/releases/download/v0.0.0/' urls = [url + 'lvis-labels-segments.zip'] # labels download(urls, dir=dir.parent) # Download data urls = ['http://images.cocodataset.org/zips/train2017.zip', # 19G, 118k images 'http://images.cocodataset.org/zips/val2017.zip', # 1G, 5k images 'http://images.cocodataset.org/zips/test2017.zip'] # 7G, 41k images (optional) download(urls, dir=dir / 'images', threads=3)