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- # Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/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 # minival 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)
|