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Update app.py
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app.py
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@@ -8,331 +8,8 @@ from timeit import default_timer as timer
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from typing import Tuple, Dict
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# Setup class names
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class_names
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'ALBATROSS',
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'ALEXANDRINE PARAKEET',
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'AMERICAN AVOCET',
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'AMERICAN BITTERN',
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'AMERICAN COOT',
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'AMERICAN GOLDFINCH',
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'AMERICAN KESTREL',
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'AMERICAN PIPIT',
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'AMERICAN REDSTART',
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'ANHINGA',
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'ANNAS HUMMINGBIRD',
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'ANTBIRD',
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'ARARIPE MANAKIN',
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'ASIAN CRESTED IBIS',
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'BALD EAGLE',
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'BALD IBIS',
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'BALI STARLING',
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'BALTIMORE ORIOLE',
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'BANANAQUIT',
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'BANDED BROADBILL',
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'BANDED PITA',
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'BAR-TAILED GODWIT',
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'BARN OWL',
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'BARN SWALLOW',
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'BARRED PUFFBIRD',
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'BAY-BREASTED WARBLER',
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'BEARDED BARBET',
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'BEARDED BELLBIRD',
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'BEARDED REEDLING',
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'BELTED KINGFISHER',
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'BIRD OF PARADISE',
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'BLACK & YELLOW bROADBILL',
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'BLACK BAZA',
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'BLACK FRANCOLIN',
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'BLACK SKIMMER',
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'BLACK SWAN',
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'BLACK TAIL CRAKE',
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'BLACK THROATED BUSHTIT',
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'BLACK THROATED WARBLER',
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'BLACK VULTURE',
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'BLACK-CAPPED CHICKADEE',
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'BLACK-NECKED GREBE',
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'BLACK-THROATED SPARROW',
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'BLACKBURNIAM WARBLER',
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'BLONDE CRESTED WOODPECKER',
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'BLUE COAU',
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'BLUE GROUSE',
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'BLUE HERON',
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'BLUE THROATED TOUCANET',
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'BOBOLINK',
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'BORNEAN BRISTLEHEAD',
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'BORNEAN LEAFBIRD',
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'BORNEAN PHEASANT',
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'BRANDT CORMARANT',
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'BROWN CREPPER',
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'BROWN NOODY',
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'BROWN THRASHER',
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'BULWERS PHEASANT',
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'CACTUS WREN',
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'CALIFORNIA CONDOR',
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'CALIFORNIA GULL',
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'CALIFORNIA QUAIL',
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'CANARY',
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'CAPE GLOSSY STARLING',
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'CAPE MAY WARBLER',
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'CAPPED HERON',
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'CAPUCHINBIRD',
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'CARMINE BEE-EATER',
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'CASPIAN TERN',
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'CASSOWARY',
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'CEDAR WAXWING',
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'CERULEAN WARBLER',
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'CHARA DE COLLAR',
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'CHESTNET BELLIED EUPHONIA',
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'CHIPPING SPARROW',
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'CHUKAR PARTRIDGE',
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'CINNAMON TEAL',
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'CLARKS NUTCRACKER',
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'COCK OF THE ROCK',
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'COCKATOO',
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'COLLARED ARACARI',
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'COMMON FIRECREST',
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'COMMON GRACKLE',
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'COMMON HOUSE MARTIN',
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'COMMON LOON',
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'COMMON POORWILL',
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'COMMON STARLING',
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'COUCHS KINGBIRD',
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'CRESTED AUKLET',
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'CRESTED CARACARA',
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'CRESTED NUTHATCH',
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'CRIMSON SUNBIRD',
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'CROW',
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'CROWNED PIGEON',
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'CUBAN TODY',
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'CUBAN TROGON',
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'CURL CRESTED ARACURI',
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'D-ARNAUDS BARBET',
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'DARK EYED JUNCO',
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'DOUBLE BARRED FINCH',
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'DOUBLE BRESTED CORMARANT',
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'DOWNY WOODPECKER',
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'EASTERN BLUEBIRD',
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'EASTERN MEADOWLARK',
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'EASTERN ROSELLA',
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'EASTERN TOWEE',
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'ELEGANT TROGON',
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'ELLIOTS PHEASANT',
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'EMPEROR PENGUIN',
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'EMU',
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'ENGGANO MYNA',
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'EURASIAN GOLDEN ORIOLE',
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'EURASIAN MAGPIE',
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'EVENING GROSBEAK',
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'FAIRY BLUEBIRD',
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'FIRE TAILLED MYZORNIS',
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'FLAME TANAGER',
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'FLAMINGO',
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'FRIGATE',
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'GAMBELS QUAIL',
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'GANG GANG COCKATOO',
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'GILA WOODPECKER',
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'GILDED FLICKER',
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'GLOSSY IBIS',
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'GO AWAY BIRD',
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'GOLD WING WARBLER',
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'GOLDEN CHEEKED WARBLER',
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'GOLDEN CHLOROPHONIA',
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'GOLDEN EAGLE',
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'GOLDEN PHEASANT',
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'GOLDEN PIPIT',
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'GOULDIAN FINCH',
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'GRAY CATBIRD',
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'GRAY KINGBIRD',
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'GRAY PARTRIDGE',
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'GREAT GRAY OWL',
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'GREAT KISKADEE',
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'GREAT POTOO',
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'GREATOR SAGE GROUSE',
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'GREEN BROADBILL',
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'GREEN JAY',
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'GREEN MAGPIE',
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'GREY PLOVER',
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'GROVED BILLED ANI',
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'GUINEA TURACO',
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'GUINEAFOWL',
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'GYRFALCON',
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'HARLEQUIN DUCK',
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'HARPY EAGLE',
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'HAWAIIAN GOOSE',
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'HELMET VANGA',
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'HIMALAYAN MONAL',
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'HOATZIN',
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'HOODED MERGANSER',
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'HOOPOES',
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'HORNBILL',
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'HORNED GUAN',
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'HORNED LARK',
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'HORNED SUNGEM',
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'HOUSE FINCH',
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'HOUSE SPARROW',
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'HYACINTH MACAW',
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'IMPERIAL SHAQ',
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'INCA TERN',
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'INDIAN BUSTARD',
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'INDIAN PITTA',
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'INDIAN ROLLER',
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'INDIGO BUNTING',
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'IWI',
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'JABIRU',
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'JAVA SPARROW',
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'KAGU',
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'KAKAPO',
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'KILLDEAR',
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'KING VULTURE',
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'KIWI',
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'KOOKABURRA',
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'LARK BUNTING',
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'LAZULI BUNTING',
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'LILAC ROLLER',
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'LONG-EARED OWL',
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'MAGPIE GOOSE',
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'MALABAR HORNBILL',
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'MALACHITE KINGFISHER',
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'MALAGASY WHITE EYE',
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'MALEO',
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'MALLARD DUCK',
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'MANDRIN DUCK',
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'MANGROVE CUCKOO',
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'MARABOU STORK',
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'MASKED BOOBY',
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'MASKED LAPWING',
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'MIKADO PHEASANT',
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'MOURNING DOVE',
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'MYNA',
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'NICOBAR PIGEON',
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'NOISY FRIARBIRD',
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'NORTHERN CARDINAL',
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'NORTHERN FLICKER',
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'NORTHERN FULMAR',
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'NORTHERN GANNET',
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'NORTHERN GOSHAWK',
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'NORTHERN JACANA',
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'NORTHERN MOCKINGBIRD',
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'NORTHERN PARULA',
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'NORTHERN RED BISHOP',
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'NORTHERN SHOVELER',
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'OCELLATED TURKEY',
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'OKINAWA RAIL',
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'ORANGE BRESTED BUNTING',
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'ORIENTAL BAY OWL',
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'OSPREY',
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'OSTRICH',
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'OVENBIRD',
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'OYSTER CATCHER',
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'PAINTED BUNTIG',
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'PALILA',
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'PARADISE TANAGER',
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'PARAKETT AKULET',
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'PARUS MAJOR',
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'PATAGONIAN SIERRA FINCH',
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'PEACOCK',
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'PELICAN',
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'PEREGRINE FALCON',
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'PHILIPPINE EAGLE',
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'PINK ROBIN',
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'POMARINE JAEGER',
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'PUFFIN',
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'PURPLE FINCH',
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'PURPLE GALLINULE',
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'PURPLE MARTIN',
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'PURPLE SWAMPHEN',
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'PYGMY KINGFISHER',
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'QUETZAL',
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'RAINBOW LORIKEET',
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'RAZORBILL',
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'RED BEARDED BEE EATER',
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'RED BELLIED PITTA',
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'RED BROWED FINCH',
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'RED FACED CORMORANT',
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'RED FACED WARBLER',
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'RED FODY',
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'RED HEADED DUCK',
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'RED HEADED WOODPECKER',
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'RED HONEY CREEPER',
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'RED NAPED TROGON',
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'RED TAILED HAWK',
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'RED TAILED THRUSH',
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'RED WINGED BLACKBIRD',
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'RED WISKERED BULBUL',
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'REGENT BOWERBIRD',
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'RING-NECKED PHEASANT',
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'ROADRUNNER',
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'ROBIN',
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'ROCK DOVE',
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'ROSY FACED LOVEBIRD',
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'ROUGH LEG BUZZARD',
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'ROYAL FLYCATCHER',
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'RUBY THROATED HUMMINGBIRD',
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'RUDY KINGFISHER',
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'RUFOUS KINGFISHER',
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'RUFUOS MOTMOT',
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'SAMATRAN THRUSH',
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'SAND MARTIN',
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'SANDHILL CRANE',
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'SATYR TRAGOPAN',
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'SCARLET CROWNED FRUIT DOVE',
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'SCARLET IBIS',
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'SCARLET MACAW',
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'SCARLET TANAGER',
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'SHOEBILL',
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'SHORT BILLED DOWITCHER',
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'SMITHS LONGSPUR',
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'SNOWY EGRET',
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'SNOWY OWL',
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'SORA',
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'SPANGLED COTINGA',
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'SPLENDID WREN',
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'SPOON BILED SANDPIPER',
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'SPOONBILL',
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'SPOTTED CATBIRD',
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'SRI LANKA BLUE MAGPIE',
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'STEAMER DUCK',
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'STORK BILLED KINGFISHER',
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'STRAWBERRY FINCH',
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'STRIPED OWL',
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'STRIPPED MANAKIN',
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'STRIPPED SWALLOW',
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'SUPERB STARLING',
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'SWINHOES PHEASANT',
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'TAIWAN MAGPIE',
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'TAKAHE',
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'TASMANIAN HEN',
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'TEAL DUCK',
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'TIT MOUSE',
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'TOUCHAN',
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'TOWNSENDS WARBLER',
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'TREE SWALLOW',
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'TROPICAL KINGBIRD',
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'TRUMPTER SWAN',
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'TURKEY VULTURE',
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'TURQUOISE MOTMOT',
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'UMBRELLA BIRD',
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'VARIED THRUSH',
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'VENEZUELIAN TROUPIAL',
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'VERMILION FLYCATHER',
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'VICTORIA CROWNED PIGEON',
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'VIOLET GREEN SWALLOW',
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'VULTURINE GUINEAFOWL',
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'WALL CREAPER',
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'WATTLED CURASSOW',
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'WHIMBREL',
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'WHITE BROWED CRAKE',
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'WHITE CHEEKED TURACO',
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'WHITE NECKED RAVEN',
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'WHITE TAILED TROPIC',
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'WHITE THROATED BEE EATER',
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'WILD TURKEY',
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'WILSONS BIRD OF PARADISE',
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'WOOD DUCK',
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'YELLOW BELLIED FLOWERPECKER',
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'YELLOW CACIQUE',
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'YELLOW HEADED BLACKBIRD']
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### 2. Model and transforms perparation ###
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vit, vit_transforms = create_transformer_model(
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from typing import Tuple, Dict
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# Setup class names
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with open("class_names.txt", "r") as f:
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class_names = [food_name.strip() for food_name in f.readlines()]
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13 |
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14 |
### 2. Model and transforms perparation ###
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15 |
vit, vit_transforms = create_transformer_model(
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