Datasets:
Tasks:
Image Classification
Sub-tasks:
multi-class-image-classification
Languages:
English
Size:
1K<n<10K
Tags:
biology
License:
| language: | |
| - en | |
| license: cc0-1.0 | |
| size_categories: | |
| - 1K<n<10K | |
| task_categories: | |
| - image-classification | |
| task_ids: | |
| - multi-class-image-classification | |
| pretty_name: Bird Species | |
| tags: | |
| - biology | |
| dataset_info: | |
| config_name: bird_species_dataset | |
| features: | |
| - name: image | |
| dtype: image | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': ABBOTTS BABBLER | |
| '1': ABBOTTS BOOBY | |
| '2': ABYSSINIAN GROUND HORNBILL | |
| '3': AFRICAN CROWNED CRANE | |
| '4': AFRICAN EMERALD CUCKOO | |
| '5': AFRICAN FIREFINCH | |
| '6': AFRICAN OYSTER CATCHER | |
| '7': AFRICAN PIED HORNBILL | |
| '8': AFRICAN PYGMY GOOSE | |
| '9': ALBATROSS | |
| '10': ALBERTS TOWHEE | |
| '11': ALEXANDRINE PARAKEET | |
| '12': ALPINE CHOUGH | |
| '13': ALTAMIRA YELLOWTHROAT | |
| '14': AMERICAN AVOCET | |
| '15': AMERICAN BITTERN | |
| '16': AMERICAN COOT | |
| '17': AMERICAN DIPPER | |
| '18': AMERICAN FLAMINGO | |
| '19': AMERICAN GOLDFINCH | |
| '20': AMERICAN KESTREL | |
| '21': AMERICAN PIPIT | |
| '22': AMERICAN REDSTART | |
| '23': AMERICAN ROBIN | |
| '24': AMERICAN WIGEON | |
| '25': AMETHYST WOODSTAR | |
| '26': ANDEAN GOOSE | |
| '27': ANDEAN LAPWING | |
| '28': ANDEAN SISKIN | |
| '29': ANHINGA | |
| '30': ANIANIAU | |
| '31': ANNAS HUMMINGBIRD | |
| '32': ANTBIRD | |
| '33': ANTILLEAN EUPHONIA | |
| '34': APAPANE | |
| '35': APOSTLEBIRD | |
| '36': ARARIPE MANAKIN | |
| '37': ASHY STORM PETREL | |
| '38': ASHY THRUSHBIRD | |
| '39': ASIAN CRESTED IBIS | |
| '40': ASIAN DOLLARD BIRD | |
| '41': ASIAN GREEN BEE EATER | |
| '42': ASIAN OPENBILL STORK | |
| '43': AUCKLAND SHAQ | |
| '44': AUSTRAL CANASTERO | |
| '45': AUSTRALASIAN FIGBIRD | |
| '46': AVADAVAT | |
| '47': AZARAS SPINETAIL | |
| '48': AZURE BREASTED PITTA | |
| '49': AZURE JAY | |
| '50': AZURE TANAGER | |
| '51': AZURE TIT | |
| '52': BAIKAL TEAL | |
| '53': BALD EAGLE | |
| '54': BALD IBIS | |
| '55': BALI STARLING | |
| '56': BALTIMORE ORIOLE | |
| '57': BANANAQUIT | |
| '58': BAND TAILED GUAN | |
| '59': BANDED BROADBILL | |
| '60': BANDED PITA | |
| '61': BANDED STILT | |
| '62': BAR-TAILED GODWIT | |
| '63': BARN OWL | |
| '64': BARN SWALLOW | |
| '65': BARRED PUFFBIRD | |
| '66': BARROWS GOLDENEYE | |
| '67': BAY-BREASTED WARBLER | |
| '68': BEARDED BARBET | |
| '69': BEARDED BELLBIRD | |
| '70': BEARDED REEDLING | |
| '71': BELTED KINGFISHER | |
| '72': BIRD OF PARADISE | |
| '73': BLACK AND YELLOW BROADBILL | |
| '74': BLACK BAZA | |
| '75': BLACK BREASTED PUFFBIRD | |
| '76': BLACK COCKATO | |
| '77': BLACK FACED SPOONBILL | |
| '78': BLACK FRANCOLIN | |
| '79': BLACK HEADED CAIQUE | |
| '80': BLACK NECKED STILT | |
| '81': BLACK SKIMMER | |
| '82': BLACK SWAN | |
| '83': BLACK TAIL CRAKE | |
| '84': BLACK THROATED BUSHTIT | |
| '85': BLACK THROATED HUET | |
| '86': BLACK THROATED WARBLER | |
| '87': BLACK VENTED SHEARWATER | |
| '88': BLACK VULTURE | |
| '89': BLACK-CAPPED CHICKADEE | |
| '90': BLACK-NECKED GREBE | |
| '91': BLACK-THROATED SPARROW | |
| '92': BLACKBURNIAM WARBLER | |
| '93': BLONDE CRESTED WOODPECKER | |
| '94': BLOOD PHEASANT | |
| '95': BLUE COAU | |
| '96': BLUE DACNIS | |
| '97': BLUE GRAY GNATCATCHER | |
| '98': BLUE GROSBEAK | |
| '99': BLUE GROUSE | |
| '100': BLUE HERON | |
| '101': BLUE MALKOHA | |
| '102': BLUE THROATED PIPING GUAN | |
| '103': BLUE THROATED TOUCANET | |
| '104': BOBOLINK | |
| '105': BORNEAN BRISTLEHEAD | |
| '106': BORNEAN LEAFBIRD | |
| '107': BORNEAN PHEASANT | |
| '108': BRANDT CORMARANT | |
| '109': BREWERS BLACKBIRD | |
| '110': BROWN CREPPER | |
| '111': BROWN HEADED COWBIRD | |
| '112': BROWN NOODY | |
| '113': BROWN THRASHER | |
| '114': BUFFLEHEAD | |
| '115': BULWERS PHEASANT | |
| '116': BURCHELLS COURSER | |
| '117': BUSH TURKEY | |
| '118': CAATINGA CACHOLOTE | |
| '119': CABOTS TRAGOPAN | |
| '120': CACTUS WREN | |
| '121': CALIFORNIA CONDOR | |
| '122': CALIFORNIA GULL | |
| '123': CALIFORNIA QUAIL | |
| '124': CAMPO FLICKER | |
| '125': CANARY | |
| '126': CANVASBACK | |
| '127': CAPE GLOSSY STARLING | |
| '128': CAPE LONGCLAW | |
| '129': CAPE MAY WARBLER | |
| '130': CAPE ROCK THRUSH | |
| '131': CAPPED HERON | |
| '132': CAPUCHINBIRD | |
| '133': CARMINE BEE-EATER | |
| '134': CASPIAN TERN | |
| '135': CASSOWARY | |
| '136': CEDAR WAXWING | |
| '137': CERULEAN WARBLER | |
| '138': CHARA DE COLLAR | |
| '139': CHATTERING LORY | |
| '140': CHESTNET BELLIED EUPHONIA | |
| '141': CHESTNUT WINGED CUCKOO | |
| '142': CHINESE BAMBOO PARTRIDGE | |
| '143': CHINESE POND HERON | |
| '144': CHIPPING SPARROW | |
| '145': CHUCAO TAPACULO | |
| '146': CHUKAR PARTRIDGE | |
| '147': CINNAMON ATTILA | |
| '148': CINNAMON FLYCATCHER | |
| '149': CINNAMON TEAL | |
| '150': CLARKS GREBE | |
| '151': CLARKS NUTCRACKER | |
| '152': COCK OF THE ROCK | |
| '153': COCKATOO | |
| '154': COLLARED ARACARI | |
| '155': COLLARED CRESCENTCHEST | |
| '156': COMMON FIRECREST | |
| '157': COMMON GRACKLE | |
| '158': COMMON HOUSE MARTIN | |
| '159': COMMON IORA | |
| '160': COMMON LOON | |
| '161': COMMON POORWILL | |
| '162': COMMON STARLING | |
| '163': COPPERSMITH BARBET | |
| '164': COPPERY TAILED COUCAL | |
| '165': CRAB PLOVER | |
| '166': CRANE HAWK | |
| '167': CREAM COLORED WOODPECKER | |
| '168': CRESTED AUKLET | |
| '169': CRESTED CARACARA | |
| '170': CRESTED COUA | |
| '171': CRESTED FIREBACK | |
| '172': CRESTED KINGFISHER | |
| '173': CRESTED NUTHATCH | |
| '174': CRESTED OROPENDOLA | |
| '175': CRESTED SERPENT EAGLE | |
| '176': CRESTED SHRIKETIT | |
| '177': CRESTED WOOD PARTRIDGE | |
| '178': CRIMSON CHAT | |
| '179': CRIMSON SUNBIRD | |
| '180': CROW | |
| '181': CUBAN TODY | |
| '182': CUBAN TROGON | |
| '183': CURL CRESTED ARACURI | |
| '184': D-ARNAUDS BARBET | |
| '185': DALMATIAN PELICAN | |
| '186': DARJEELING WOODPECKER | |
| '187': DARK EYED JUNCO | |
| '188': DAURIAN REDSTART | |
| '189': DEMOISELLE CRANE | |
| '190': DOUBLE BARRED FINCH | |
| '191': DOUBLE BRESTED CORMARANT | |
| '192': DOUBLE EYED FIG PARROT | |
| '193': DOWNY WOODPECKER | |
| '194': DUNLIN | |
| '195': DUSKY LORY | |
| '196': DUSKY ROBIN | |
| '197': EARED PITA | |
| '198': EASTERN BLUEBIRD | |
| '199': EASTERN BLUEBONNET | |
| '200': EASTERN GOLDEN WEAVER | |
| '201': EASTERN MEADOWLARK | |
| '202': EASTERN ROSELLA | |
| '203': EASTERN TOWEE | |
| '204': EASTERN WIP POOR WILL | |
| '205': EASTERN YELLOW ROBIN | |
| '206': ECUADORIAN HILLSTAR | |
| '207': EGYPTIAN GOOSE | |
| '208': ELEGANT TROGON | |
| '209': ELLIOTS PHEASANT | |
| '210': EMERALD TANAGER | |
| '211': EMPEROR PENGUIN | |
| '212': EMU | |
| '213': ENGGANO MYNA | |
| '214': EURASIAN BULLFINCH | |
| '215': EURASIAN GOLDEN ORIOLE | |
| '216': EURASIAN MAGPIE | |
| '217': EUROPEAN GOLDFINCH | |
| '218': EUROPEAN TURTLE DOVE | |
| '219': EVENING GROSBEAK | |
| '220': FAIRY BLUEBIRD | |
| '221': FAIRY PENGUIN | |
| '222': FAIRY TERN | |
| '223': FAN TAILED WIDOW | |
| '224': FASCIATED WREN | |
| '225': FIERY MINIVET | |
| '226': FIORDLAND PENGUIN | |
| '227': FIRE TAILLED MYZORNIS | |
| '228': FLAME BOWERBIRD | |
| '229': FLAME TANAGER | |
| '230': FOREST WAGTAIL | |
| '231': FRIGATE | |
| '232': FRILL BACK PIGEON | |
| '233': GAMBELS QUAIL | |
| '234': GANG GANG COCKATOO | |
| '235': GILA WOODPECKER | |
| '236': GILDED FLICKER | |
| '237': GLOSSY IBIS | |
| '238': GO AWAY BIRD | |
| '239': GOLD WING WARBLER | |
| '240': GOLDEN BOWER BIRD | |
| '241': GOLDEN CHEEKED WARBLER | |
| '242': GOLDEN CHLOROPHONIA | |
| '243': GOLDEN EAGLE | |
| '244': GOLDEN PARAKEET | |
| '245': GOLDEN PHEASANT | |
| '246': GOLDEN PIPIT | |
| '247': GOULDIAN FINCH | |
| '248': GRANDALA | |
| '249': GRAY CATBIRD | |
| '250': GRAY KINGBIRD | |
| '251': GRAY PARTRIDGE | |
| '252': GREAT ARGUS | |
| '253': GREAT GRAY OWL | |
| '254': GREAT JACAMAR | |
| '255': GREAT KISKADEE | |
| '256': GREAT POTOO | |
| '257': GREAT TINAMOU | |
| '258': GREAT XENOPS | |
| '259': GREATER PEWEE | |
| '260': GREATER PRAIRIE CHICKEN | |
| '261': GREATOR SAGE GROUSE | |
| '262': GREEN BROADBILL | |
| '263': GREEN JAY | |
| '264': GREEN MAGPIE | |
| '265': GREEN WINGED DOVE | |
| '266': GREY CUCKOOSHRIKE | |
| '267': GREY HEADED CHACHALACA | |
| '268': GREY HEADED FISH EAGLE | |
| '269': GREY PLOVER | |
| '270': GROVED BILLED ANI | |
| '271': GUINEA TURACO | |
| '272': GUINEAFOWL | |
| '273': GURNEYS PITTA | |
| '274': GYRFALCON | |
| '275': HAMERKOP | |
| '276': HARLEQUIN DUCK | |
| '277': HARLEQUIN QUAIL | |
| '278': HARPY EAGLE | |
| '279': HAWAIIAN GOOSE | |
| '280': HAWFINCH | |
| '281': HELMET VANGA | |
| '282': HEPATIC TANAGER | |
| '283': HIMALAYAN BLUETAIL | |
| '284': HIMALAYAN MONAL | |
| '285': HOATZIN | |
| '286': HOODED MERGANSER | |
| '287': HOOPOES | |
| '288': HORNED GUAN | |
| '289': HORNED LARK | |
| '290': HORNED SUNGEM | |
| '291': HOUSE FINCH | |
| '292': HOUSE SPARROW | |
| '293': HYACINTH MACAW | |
| '294': IBERIAN MAGPIE | |
| '295': IBISBILL | |
| '296': IMPERIAL SHAQ | |
| '297': INCA TERN | |
| '298': INDIAN BUSTARD | |
| '299': INDIAN PITTA | |
| '300': INDIAN ROLLER | |
| '301': INDIAN VULTURE | |
| '302': INDIGO BUNTING | |
| '303': INDIGO FLYCATCHER | |
| '304': INLAND DOTTEREL | |
| '305': IVORY BILLED ARACARI | |
| '306': IVORY GULL | |
| '307': IWI | |
| '308': JABIRU | |
| '309': JACK SNIPE | |
| '310': JACOBIN PIGEON | |
| '311': JANDAYA PARAKEET | |
| '312': JAPANESE ROBIN | |
| '313': JAVA SPARROW | |
| '314': JOCOTOCO ANTPITTA | |
| '315': KAGU | |
| '316': KAKAPO | |
| '317': KILLDEAR | |
| '318': KING EIDER | |
| '319': KING VULTURE | |
| '320': KIWI | |
| '321': KNOB BILLED DUCK | |
| '322': KOOKABURRA | |
| '323': LARK BUNTING | |
| '324': LAUGHING GULL | |
| '325': LAZULI BUNTING | |
| '326': LESSER ADJUTANT | |
| '327': LILAC ROLLER | |
| '328': LIMPKIN | |
| '329': LITTLE AUK | |
| '330': LOGGERHEAD SHRIKE | |
| '331': LONG-EARED OWL | |
| '332': LOONEY BIRDS | |
| '333': LUCIFER HUMMINGBIRD | |
| '334': MAGPIE GOOSE | |
| '335': MALABAR HORNBILL | |
| '336': MALACHITE KINGFISHER | |
| '337': MALAGASY WHITE EYE | |
| '338': MALEO | |
| '339': MALLARD DUCK | |
| '340': MANDRIN DUCK | |
| '341': MANGROVE CUCKOO | |
| '342': MARABOU STORK | |
| '343': MASKED BOBWHITE | |
| '344': MASKED BOOBY | |
| '345': MASKED LAPWING | |
| '346': MCKAYS BUNTING | |
| '347': MERLIN | |
| '348': MIKADO PHEASANT | |
| '349': MILITARY MACAW | |
| '350': MOURNING DOVE | |
| '351': MYNA | |
| '352': NICOBAR PIGEON | |
| '353': NOISY FRIARBIRD | |
| '354': NORTHERN BEARDLESS TYRANNULET | |
| '355': NORTHERN CARDINAL | |
| '356': NORTHERN FLICKER | |
| '357': NORTHERN FULMAR | |
| '358': NORTHERN GANNET | |
| '359': NORTHERN GOSHAWK | |
| '360': NORTHERN JACANA | |
| '361': NORTHERN MOCKINGBIRD | |
| '362': NORTHERN PARULA | |
| '363': NORTHERN RED BISHOP | |
| '364': NORTHERN SHOVELER | |
| '365': OCELLATED TURKEY | |
| '366': OILBIRD | |
| '367': OKINAWA RAIL | |
| '368': ORANGE BREASTED TROGON | |
| '369': ORANGE BRESTED BUNTING | |
| '370': ORIENTAL BAY OWL | |
| '371': ORNATE HAWK EAGLE | |
| '372': OSPREY | |
| '373': OSTRICH | |
| '374': OVENBIRD | |
| '375': OYSTER CATCHER | |
| '376': PAINTED BUNTING | |
| '377': PALILA | |
| '378': PALM NUT VULTURE | |
| '379': PARADISE TANAGER | |
| '380': PARAKETT AUKLET | |
| '381': PARUS MAJOR | |
| '382': PATAGONIAN SIERRA FINCH | |
| '383': PEACOCK | |
| '384': PEREGRINE FALCON | |
| '385': PHAINOPEPLA | |
| '386': PHILIPPINE EAGLE | |
| '387': PINK ROBIN | |
| '388': PLUSH CRESTED JAY | |
| '389': POMARINE JAEGER | |
| '390': PUFFIN | |
| '391': PUNA TEAL | |
| '392': PURPLE FINCH | |
| '393': PURPLE GALLINULE | |
| '394': PURPLE MARTIN | |
| '395': PURPLE SWAMPHEN | |
| '396': PYGMY KINGFISHER | |
| '397': PYRRHULOXIA | |
| '398': QUETZAL | |
| '399': RAINBOW LORIKEET | |
| '400': RAZORBILL | |
| '401': RED BEARDED BEE EATER | |
| '402': RED BELLIED PITTA | |
| '403': RED BILLED TROPICBIRD | |
| '404': RED BROWED FINCH | |
| '405': RED CROSSBILL | |
| '406': RED FACED CORMORANT | |
| '407': RED FACED WARBLER | |
| '408': RED FODY | |
| '409': RED HEADED DUCK | |
| '410': RED HEADED WOODPECKER | |
| '411': RED KNOT | |
| '412': RED LEGGED HONEYCREEPER | |
| '413': RED NAPED TROGON | |
| '414': RED SHOULDERED HAWK | |
| '415': RED TAILED HAWK | |
| '416': RED TAILED THRUSH | |
| '417': RED WINGED BLACKBIRD | |
| '418': RED WISKERED BULBUL | |
| '419': REGENT BOWERBIRD | |
| '420': RING-NECKED PHEASANT | |
| '421': ROADRUNNER | |
| '422': ROCK DOVE | |
| '423': ROSE BREASTED COCKATOO | |
| '424': ROSE BREASTED GROSBEAK | |
| '425': ROSEATE SPOONBILL | |
| '426': ROSY FACED LOVEBIRD | |
| '427': ROUGH LEG BUZZARD | |
| '428': ROYAL FLYCATCHER | |
| '429': RUBY CROWNED KINGLET | |
| '430': RUBY THROATED HUMMINGBIRD | |
| '431': RUDDY SHELDUCK | |
| '432': RUDY KINGFISHER | |
| '433': RUFOUS KINGFISHER | |
| '434': RUFOUS TREPE | |
| '435': RUFUOS MOTMOT | |
| '436': SAMATRAN THRUSH | |
| '437': SAND MARTIN | |
| '438': SANDHILL CRANE | |
| '439': SATYR TRAGOPAN | |
| '440': SAYS PHOEBE | |
| '441': SCARLET CROWNED FRUIT DOVE | |
| '442': SCARLET FACED LIOCICHLA | |
| '443': SCARLET IBIS | |
| '444': SCARLET MACAW | |
| '445': SCARLET TANAGER | |
| '446': SHOEBILL | |
| '447': SHORT BILLED DOWITCHER | |
| '448': SMITHS LONGSPUR | |
| '449': SNOW GOOSE | |
| '450': SNOW PARTRIDGE | |
| '451': SNOWY EGRET | |
| '452': SNOWY OWL | |
| '453': SNOWY PLOVER | |
| '454': SNOWY SHEATHBILL | |
| '455': SORA | |
| '456': SPANGLED COTINGA | |
| '457': SPLENDID WREN | |
| '458': SPOON BILED SANDPIPER | |
| '459': SPOTTED CATBIRD | |
| '460': SPOTTED WHISTLING DUCK | |
| '461': SQUACCO HERON | |
| '462': SRI LANKA BLUE MAGPIE | |
| '463': STEAMER DUCK | |
| '464': STORK BILLED KINGFISHER | |
| '465': STRIATED CARACARA | |
| '466': STRIPED OWL | |
| '467': STRIPPED MANAKIN | |
| '468': STRIPPED SWALLOW | |
| '469': SUNBITTERN | |
| '470': SUPERB STARLING | |
| '471': SURF SCOTER | |
| '472': SWINHOES PHEASANT | |
| '473': TAILORBIRD | |
| '474': TAIWAN MAGPIE | |
| '475': TAKAHE | |
| '476': TASMANIAN HEN | |
| '477': TAWNY FROGMOUTH | |
| '478': TEAL DUCK | |
| '479': TIT MOUSE | |
| '480': TOUCHAN | |
| '481': TOWNSENDS WARBLER | |
| '482': TREE SWALLOW | |
| '483': TRICOLORED BLACKBIRD | |
| '484': TROPICAL KINGBIRD | |
| '485': TRUMPTER SWAN | |
| '486': TURKEY VULTURE | |
| '487': TURQUOISE MOTMOT | |
| '488': UMBRELLA BIRD | |
| '489': VARIED THRUSH | |
| '490': VEERY | |
| '491': VENEZUELIAN TROUPIAL | |
| '492': VERDIN | |
| '493': VERMILION FLYCATHER | |
| '494': VICTORIA CROWNED PIGEON | |
| '495': VIOLET BACKED STARLING | |
| '496': VIOLET CUCKOO | |
| '497': VIOLET GREEN SWALLOW | |
| '498': VIOLET TURACO | |
| '499': VISAYAN HORNBILL | |
| '500': VULTURINE GUINEAFOWL | |
| '501': WALL CREAPER | |
| '502': WATTLED CURASSOW | |
| '503': WATTLED LAPWING | |
| '504': WHIMBREL | |
| '505': WHITE BREASTED WATERHEN | |
| '506': WHITE BROWED CRAKE | |
| '507': WHITE CHEEKED TURACO | |
| '508': WHITE CRESTED HORNBILL | |
| '509': WHITE EARED HUMMINGBIRD | |
| '510': WHITE NECKED RAVEN | |
| '511': WHITE TAILED TROPIC | |
| '512': WHITE THROATED BEE EATER | |
| '513': WILD TURKEY | |
| '514': WILLOW PTARMIGAN | |
| '515': WILSONS BIRD OF PARADISE | |
| '516': WOOD DUCK | |
| '517': WOOD THRUSH | |
| '518': WOODLAND KINGFISHER | |
| '519': WRENTIT | |
| '520': YELLOW BELLIED FLOWERPECKER | |
| '521': YELLOW BREASTED CHAT | |
| '522': YELLOW CACIQUE | |
| '523': YELLOW HEADED BLACKBIRD | |
| '524': ZEBRA DOVE | |
| splits: | |
| - name: train | |
| num_bytes: 1912154520 | |
| num_examples: 84635 | |
| - name: validation | |
| num_bytes: 60616321 | |
| num_examples: 2625 | |
| - name: test | |
| num_bytes: 60965656 | |
| num_examples: 2625 | |
| download_size: 1984870735 | |
| dataset_size: 2033736497 | |
| # Dataset Card for "Bird Species" | |
| ## Dataset Summary | |
| The dataset encompasses 525 bird species with a total of 84,635 training images, 2,625 test images, and 2,625 validation images, all formatted as 224x224x3 color images in jpg. | |
| The dataset is sourced from Kaggle and can be found [here](https://www.kaggle.com/datasets/gpiosenka/100-bird-species). | |
| ### Update dataset | |
| To update the dataset to latest kaggle version run: | |
| ```bash | |
| python update.py | |
| ``` | |
| To update the metadata run: | |
| ```bash | |
| datasets-cli test bird-species-dataset.py --save_infos --all_configs | |
| ``` | |