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+# 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:
+: tench
+: goldfish
+: great white shark
+: tiger shark
+: hammerhead shark
+: electric ray
+: stingray
+: cock
+: hen
+: ostrich
+: brambling
+: goldfinch
+: house finch
+: junco
+: indigo bunting
+: American robin
+: bulbul
+: jay
+: magpie
+: chickadee
+: American dipper
+: kite
+: bald eagle
+: vulture
+: great grey owl
+: fire salamander
+: smooth newt
+: newt
+: spotted salamander
+: axolotl
+: American bullfrog
+: tree frog
+: tailed frog
+: loggerhead sea turtle
+: leatherback sea turtle
+: mud turtle
+: terrapin
+: box turtle
+: banded gecko
+: green iguana
+: Carolina anole
+: desert grassland whiptail lizard
+: agama
+: frilled-necked lizard
+: alligator lizard
+: Gila monster
+: European green lizard
+: chameleon
+: Komodo dragon
+: Nile crocodile
+: American alligator
+: triceratops
+: worm snake
+: ring-necked snake
+: eastern hog-nosed snake
+: smooth green snake
+: kingsnake
+: garter snake
+: water snake
+: vine snake
+: night snake
+: boa constrictor
+: African rock python
+: Indian cobra
+: green mamba
+: sea snake
+: Saharan horned viper
+: eastern diamondback rattlesnake
+: sidewinder
+: trilobite
+: harvestman
+: scorpion
+: yellow garden spider
+: barn spider
+: European garden spider
+: southern black widow
+: tarantula
+: wolf spider
+: tick
+: centipede
+: black grouse
+: ptarmigan
+: ruffed grouse
+: prairie grouse
+: peacock
+: quail
+: partridge
+: grey parrot
+: macaw
+: sulphur-crested cockatoo
+: lorikeet
+: coucal
+: bee eater
+: hornbill
+: hummingbird
+: jacamar
+: toucan
+: duck
+: red-breasted merganser
+: goose
+: black swan
+: tusker
+: echidna
+: platypus
+: wallaby
+: koala
+: wombat
+: jellyfish
+: sea anemone
+: brain coral
+: flatworm
+: nematode
+: conch
+: snail
+: slug
+: sea slug
+: chiton
+: chambered nautilus
+: Dungeness crab
+: rock crab
+: fiddler crab
+: red king crab
+: American lobster
+: spiny lobster
+: crayfish
+: hermit crab
+: isopod
+: white stork
+: black stork
+: spoonbill
+: flamingo
+: little blue heron
+: great egret
+: bittern
+: crane (bird)
+: limpkin
+: common gallinule
+: American coot
+: bustard
+: ruddy turnstone
+: dunlin
+: common redshank
+: dowitcher
+: oystercatcher
+: pelican
+: king penguin
+: albatross
+: grey whale
+: killer whale
+: dugong
+: sea lion
+: Chihuahua
+: Japanese Chin
+: Maltese
+: Pekingese
+: Shih Tzu
+: King Charles Spaniel
+: Papillon
+: toy terrier
+: Rhodesian Ridgeback
+: Afghan Hound
+: Basset Hound
+: Beagle
+: Bloodhound
+: Bluetick Coonhound
+: Black and Tan Coonhound
+: Treeing Walker Coonhound
+: English foxhound
+: Redbone Coonhound
+: borzoi
+: Irish Wolfhound
+: Italian Greyhound
+: Whippet
+: Ibizan Hound
+: Norwegian Elkhound
+: Otterhound
+: Saluki
+: Scottish Deerhound
+: Weimaraner
+: Staffordshire Bull Terrier
+: American Staffordshire Terrier
+: Bedlington Terrier
+: Border Terrier
+: Kerry Blue Terrier
+: Irish Terrier
+: Norfolk Terrier
+: Norwich Terrier
+: Yorkshire Terrier
+: Wire Fox Terrier
+: Lakeland Terrier
+: Sealyham Terrier
+: Airedale Terrier
+: Cairn Terrier
+: Australian Terrier
+: Dandie Dinmont Terrier
+: Boston Terrier
+: Miniature Schnauzer
+: Giant Schnauzer
+: Standard Schnauzer
+: Scottish Terrier
+: Tibetan Terrier
+: Australian Silky Terrier
+: Soft-coated Wheaten Terrier
+: West Highland White Terrier
+: Lhasa Apso
+: Flat-Coated Retriever
+: Curly-coated Retriever
+: Golden Retriever
+: Labrador Retriever
+: Chesapeake Bay Retriever
+: German Shorthaired Pointer
+: Vizsla
+: English Setter
+: Irish Setter
+: Gordon Setter
+: Brittany
+: Clumber Spaniel
+: English Springer Spaniel
+: Welsh Springer Spaniel
+: Cocker Spaniels
+: Sussex Spaniel
+: Irish Water Spaniel
+: Kuvasz
+: Schipperke
+: Groenendael
+: Malinois
+: Briard
+: Australian Kelpie
+: Komondor
+: Old English Sheepdog
+: Shetland Sheepdog
+: collie
+: Border Collie
+: Bouvier des Flandres
+: Rottweiler
+: German Shepherd Dog
+: Dobermann
+: Miniature Pinscher
+: Greater Swiss Mountain Dog
+: Bernese Mountain Dog
+: Appenzeller Sennenhund
+: Entlebucher Sennenhund
+: Boxer
+: Bullmastiff
+: Tibetan Mastiff
+: French Bulldog
+: Great Dane
+: St. Bernard
+: husky
+: Alaskan Malamute
+: Siberian Husky
+: Dalmatian
+: Affenpinscher
+: Basenji
+: pug
+: Leonberger
+: Newfoundland
+: Pyrenean Mountain Dog
+: Samoyed
+: Pomeranian
+: Chow Chow
+: Keeshond
+: Griffon Bruxellois
+: Pembroke Welsh Corgi
+: Cardigan Welsh Corgi
+: Toy Poodle
+: Miniature Poodle
+: Standard Poodle
+: Mexican hairless dog
+: grey wolf
+: Alaskan tundra wolf
+: red wolf
+: coyote
+: dingo
+: dhole
+: African wild dog
+: hyena
+: red fox
+: kit fox
+: Arctic fox
+: grey fox
+: tabby cat
+: tiger cat
+: Persian cat
+: Siamese cat
+: Egyptian Mau
+: cougar
+: lynx
+: leopard
+: snow leopard
+: jaguar
+: lion
+: tiger
+: cheetah
+: brown bear
+: American black bear
+: polar bear
+: sloth bear
+: mongoose
+: meerkat
+: tiger beetle
+: ladybug
+: ground beetle
+: longhorn beetle
+: leaf beetle
+: dung beetle
+: rhinoceros beetle
+: weevil
+: fly
+: bee
+: ant
+: grasshopper
+: cricket
+: stick insect
+: cockroach
+: mantis
+: cicada
+: leafhopper
+: lacewing
+: dragonfly
+: damselfly
+: red admiral
+: ringlet
+: monarch butterfly
+: small white
+: sulphur butterfly
+: gossamer-winged butterfly
+: starfish
+: sea urchin
+: sea cucumber
+: cottontail rabbit
+: hare
+: Angora rabbit
+: hamster
+: porcupine
+: fox squirrel
+: marmot
+: beaver
+: guinea pig
+: common sorrel
+: zebra
+: pig
+: wild boar
+: warthog
+: hippopotamus
+: ox
+: water buffalo
+: bison
+: ram
+: bighorn sheep
+: Alpine ibex
+: hartebeest
+: impala
+: gazelle
+: dromedary
+: llama
+: weasel
+: mink
+: European polecat
+: black-footed ferret
+: otter
+: skunk
+: badger
+: armadillo
+: three-toed sloth
+: orangutan
+: gorilla
+: chimpanzee
+: gibbon
+: siamang
+: guenon
+: patas monkey
+: baboon
+: macaque
+: langur
+: black-and-white colobus
+: proboscis monkey
+: marmoset
+: white-headed capuchin
+: howler monkey
+: titi
+: Geoffroy's spider monkey
+: common squirrel monkey
+: ring-tailed lemur
+: indri
+: Asian elephant
+: African bush elephant
+: red panda
+: giant panda
+: snoek
+: eel
+: coho salmon
+: rock beauty
+: clownfish
+: sturgeon
+: garfish
+: lionfish
+: pufferfish
+: abacus
+: abaya
+: academic gown
+: accordion
+: acoustic guitar
+: aircraft carrier
+: airliner
+: airship
+: altar
+: ambulance
+: amphibious vehicle
+: analog clock
+: apiary
+: apron
+: waste container
+: assault rifle
+: backpack
+: bakery
+: balance beam
+: balloon
+: ballpoint pen
+: Band-Aid
+: banjo
+: baluster
+: barbell
+: barber chair
+: barbershop
+: barn
+: barometer
+: barrel
+: wheelbarrow
+: baseball
+: basketball
+: bassinet
+: bassoon
+: swimming cap
+: bath towel
+: bathtub
+: station wagon
+: lighthouse
+: beaker
+: military cap
+: beer bottle
+: beer glass
+: bell-cot
+: bib
+: tandem bicycle
+: bikini
+: ring binder
+: binoculars
+: birdhouse
+: boathouse
+: bobsleigh
+: bolo tie
+: poke bonnet
+: bookcase
+: bookstore
+: bottle cap
+: bow
+: bow tie
+: brass
+: bra
+: breakwater
+: breastplate
+: broom
+: bucket
+: buckle
+: bulletproof vest
+: high-speed train
+: butcher shop
+: taxicab
+: cauldron
+: candle
+: cannon
+: canoe
+: can opener
+: cardigan
+: car mirror
+: carousel
+: tool kit
+: carton
+: car wheel
+: automated teller machine
+: cassette
+: cassette player
+: castle
+: catamaran
+: CD player
+: cello
+: mobile phone
+: chain
+: chain-link fence
+: chain mail
+: chainsaw
+: chest
+: chiffonier
+: chime
+: china cabinet
+: Christmas stocking
+: church
+: movie theater
+: cleaver
+: cliff dwelling
+: cloak
+: clogs
+: cocktail shaker
+: coffee mug
+: coffeemaker
+: coil
+: combination lock
+: computer keyboard
+: confectionery store
+: container ship
+: convertible
+: corkscrew
+: cornet
+: cowboy boot
+: cowboy hat
+: cradle
+: crane (machine)
+: crash helmet
+: crate
+: infant bed
+: Crock Pot
+: croquet ball
+: crutch
+: cuirass
+: dam
+: desk
+: desktop computer
+: rotary dial telephone
+: diaper
+: digital clock
+: digital watch
+: dining table
+: dishcloth
+: dishwasher
+: disc brake
+: dock
+: dog sled
+: dome
+: doormat
+: drilling rig
+: drum
+: drumstick
+: dumbbell
+: Dutch oven
+: electric fan
+: electric guitar
+: electric locomotive
+: entertainment center
+: envelope
+: espresso machine
+: face powder
+: feather boa
+: filing cabinet
+: fireboat
+: fire engine
+: fire screen sheet
+: flagpole
+: flute
+: folding chair
+: football helmet
+: forklift
+: fountain
+: fountain pen
+: four-poster bed
+: freight car
+: French horn
+: frying pan
+: fur coat
+: garbage truck
+: gas mask
+: gas pump
+: goblet
+: go-kart
+: golf ball
+: golf cart
+: gondola
+: gong
+: gown
+: grand piano
+: greenhouse
+: grille
+: grocery store
+: guillotine
+: barrette
+: hair spray
+: half-track
+: hammer
+: hamper
+: hair dryer
+: hand-held computer
+: handkerchief
+: hard disk drive
+: harmonica
+: harp
+: harvester
+: hatchet
+: holster
+: home theater
+: honeycomb
+: hook
+: hoop skirt
+: horizontal bar
+: horse-drawn vehicle
+: hourglass
+: iPod
+: clothes iron
+: jack-o'-lantern
+: jeans
+: jeep
+: T-shirt
+: jigsaw puzzle
+: pulled rickshaw
+: joystick
+: kimono
+: knee pad
+: knot
+: lab coat
+: ladle
+: lampshade
+: laptop computer
+: lawn mower
+: lens cap
+: paper knife
+: library
+: lifeboat
+: lighter
+: limousine
+: ocean liner
+: lipstick
+: slip-on shoe
+: lotion
+: speaker
+: loupe
+: sawmill
+: magnetic compass
+: mail bag
+: mailbox
+: tights
+: tank suit
+: manhole cover
+: maraca
+: marimba
+: mask
+: match
+: maypole
+: maze
+: measuring cup
+: medicine chest
+: megalith
+: microphone
+: microwave oven
+: military uniform
+: milk can
+: minibus
+: miniskirt
+: minivan
+: missile
+: mitten
+: mixing bowl
+: mobile home
+: Model T
+: modem
+: monastery
+: monitor
+: moped
+: mortar
+: square academic cap
+: mosque
+: mosquito net
+: scooter
+: mountain bike
+: tent
+: computer mouse
+: mousetrap
+: moving van
+: muzzle
+: nail
+: neck brace
+: necklace
+: nipple
+: notebook computer
+: obelisk
+: oboe
+: ocarina
+: odometer
+: oil filter
+: organ
+: oscilloscope
+: overskirt
+: bullock cart
+: oxygen mask
+: packet
+: paddle
+: paddle wheel
+: padlock
+: paintbrush
+: pajamas
+: palace
+: pan flute
+: paper towel
+: parachute
+: parallel bars
+: park bench
+: parking meter
+: passenger car
+: patio
+: payphone
+: pedestal
+: pencil case
+: pencil sharpener
+: perfume
+: Petri dish
+: photocopier
+: plectrum
+: Pickelhaube
+: picket fence
+: pickup truck
+: pier
+: piggy bank
+: pill bottle
+: pillow
+: ping-pong ball
+: pinwheel
+: pirate ship
+: pitcher
+: hand plane
+: planetarium
+: plastic bag
+: plate rack
+: plow
+: plunger
+: Polaroid camera
+: pole
+: police van
+: poncho
+: billiard table
+: soda bottle
+: pot
+: potter's wheel
+: power drill
+: prayer rug
+: printer
+: prison
+: projectile
+: projector
+: hockey puck
+: punching bag
+: purse
+: quill
+: quilt
+: race car
+: racket
+: radiator
+: radio
+: radio telescope
+: rain barrel
+: recreational vehicle
+: reel
+: reflex camera
+: refrigerator
+: remote control
+: restaurant
+: revolver
+: rifle
+: rocking chair
+: rotisserie
+: eraser
+: rugby ball
+: ruler
+: running shoe
+: safe
+: safety pin
+: salt shaker
+: sandal
+: sarong
+: saxophone
+: scabbard
+: weighing scale
+: school bus
+: schooner
+: scoreboard
+: CRT screen
+: screw
+: screwdriver
+: seat belt
+: sewing machine
+: shield
+: shoe store
+: shoji
+: shopping basket
+: shopping cart
+: shovel
+: shower cap
+: shower curtain
+: ski
+: ski mask
+: sleeping bag
+: slide rule
+: sliding door
+: slot machine
+: snorkel
+: snowmobile
+: snowplow
+: soap dispenser
+: soccer ball
+: sock
+: solar thermal collector
+: sombrero
+: soup bowl
+: space bar
+: space heater
+: space shuttle
+: spatula
+: motorboat
+: spider web
+: spindle
+: sports car
+: spotlight
+: stage
+: steam locomotive
+: through arch bridge
+: steel drum
+: stethoscope
+: scarf
+: stone wall
+: stopwatch
+: stove
+: strainer
+: tram
+: stretcher
+: couch
+: stupa
+: submarine
+: suit
+: sundial
+: sunglass
+: sunglasses
+: sunscreen
+: suspension bridge
+: mop
+: sweatshirt
+: swimsuit
+: swing
+: switch
+: syringe
+: table lamp
+: tank
+: tape player
+: teapot
+: teddy bear
+: television
+: tennis ball
+: thatched roof
+: front curtain
+: thimble
+: threshing machine
+: throne
+: tile roof
+: toaster
+: tobacco shop
+: toilet seat
+: torch
+: totem pole
+: tow truck
+: toy store
+: tractor
+: semi-trailer truck
+: tray
+: trench coat
+: tricycle
+: trimaran
+: tripod
+: triumphal arch
+: trolleybus
+: trombone
+: tub
+: turnstile
+: typewriter keyboard
+: umbrella
+: unicycle
+: upright piano
+: vacuum cleaner
+: vase
+: vault
+: velvet
+: vending machine
+: vestment
+: viaduct
+: violin
+: volleyball
+: waffle iron
+: wall clock
+: wallet
+: wardrobe
+: military aircraft
+: sink
+: washing machine
+: water bottle
+: water jug
+: water tower
+: whiskey jug
+: whistle
+: wig
+: window screen
+: window shade
+: Windsor tie
+: wine bottle
+: wing
+: wok
+: wooden spoon
+: wool
+: split-rail fence
+: shipwreck
+: yawl
+: yurt
+: website
+: comic book
+: crossword
+: traffic sign
+: traffic light
+: dust jacket
+: menu
+: plate
+: guacamole
+: consomme
+: hot pot
+: trifle
+: ice cream
+: ice pop
+: baguette
+: bagel
+: pretzel
+: cheeseburger
+: hot dog
+: mashed potato
+: cabbage
+: broccoli
+: cauliflower
+: zucchini
+: spaghetti squash
+: acorn squash
+: butternut squash
+: cucumber
+: artichoke
+: bell pepper
+: cardoon
+: mushroom
+: Granny Smith
+: strawberry
+: orange
+: lemon
+: fig
+: pineapple
+: banana
+: jackfruit
+: custard apple
+: pomegranate
+: hay
+: carbonara
+: chocolate syrup
+: dough
+: meatloaf
+: pizza
+: pot pie
+: burrito
+: red wine
+: espresso
+: cup
+: eggnog
+: alp
+: bubble
+: cliff
+: coral reef
+: geyser
+: lakeshore
+: promontory
+: shoal
+: seashore
+: valley
+: volcano
+: baseball player
+: bridegroom
+: scuba diver
+: rapeseed
+: daisy
+: yellow lady's slipper
+: corn
+: acorn
+: rose hip
+: horse chestnut seed
+: coral fungus
+: agaric
+: gyromitra
+: stinkhorn mushroom
+: earth star
+: hen-of-the-woods
+: bolete
+: ear
+: toilet paper
+# Download script/URL (optional)
+download: data/scripts/get_imagenet1000.sh