task_categories:image-classification language:en license:creativeml-openrail-m biology region:us
We worked with citizen scientists and domainexperts to collect NABirds, a new high
quality dataset containing  48,562  images  of  North  American  birds  with  555 
categories, part annotations and bounding boxes.
@MISC{Van_Horn_undated-kj,
  title  = "Building a bird recognition app and large scale dataset with citizen
            scientists: The fine print in fine-grained dataset collection",
  author = "Van Horn, Grant and Branson, Steve and Farrell, Ryan and Haber,
            Scott and Barry, Jessie and Ipeirotis, Panos and Perona, Pietro and
            Belongie, Serge and Lab Of Ornithology, Cornell and Tech, Cornell"
}
---
license: creativeml-openrail-m
dataset_info:
  features:
  - name: image_file_path
    dtype: string
  - name: image
    dtype: image
  - name: labels
    dtype:
      class_label:
        names:
          '0': Little Blue Heron
          '1': Swainson's Hawk
          '2': Glaucous-winged Gull
          '3': Spotted Towhee
          '4': Neotropic Cormorant
          '5': White-eyed Vireo
          '6': Tundra Swan
          '7': Costa's Hummingbird
          '8': American Crow
          '9': American Tree Sparrow
          '10': Savannah Sparrow
          '11': Verdin
          '12': Wild Turkey
          '13': Rufous Hummingbird
          '14': Blue-gray Gnatcatcher
          '15': Song Sparrow
          '16': Tricolored Heron
          '17': Phainopepla
          '18': Harlequin Duck
          '19': Florida Scrub-Jay
          '20': Black-billed Cuckoo
          '21': Laughing Gull
          '22': Lesser Goldfinch
          '23': Common Tern
          '24': Tree Swallow
          '25': Black-billed Magpie
          '26': Surf Scoter
          '27': Black-and-white Warbler
          '28': Mountain Chickadee
          '29': California Thrasher
          '30': Osprey
          '31': Long-tailed Duck
          '32': Semipalmated Plover
          '33': Reddish Egret
          '34': Black Guillemot
          '35': Ring-billed Gull
          '36': American Avocet
          '37': White-faced Ibis
          '38': Western Tanager
          '39': Black-bellied Plover
          '40': Winter Wren
          '41': Mississippi Kite
          '42': Townsend's Solitaire
          '43': Bonaparte's Gull
          '44': Cassin's Finch
          '45': Yellow-rumped Warbler
          '46': Great Black-backed Gull
          '47': Red-naped Sapsucker
          '48': Swamp Sparrow
          '49': Western Screech-Owl
          '50': Rusty Blackbird
          '51': Northern Saw-whet Owl
          '52': Plumbeous Vireo
          '53': Bushtit
          '54': White-tailed Kite
          '55': White Ibis
          '56': Ovenbird
          '57': Cactus Wren
          '58': Fish Crow
          '59': Greater Scaup
          '60': Pacific Loon
          '61': Red-breasted Sapsucker
          '62': Pied-billed Grebe
          '63': Eastern Towhee
          '64': Acorn Woodpecker
          '65': Mourning Dove
          '66': Red-bellied Woodpecker
          '67': Eastern Wood-Pewee
          '68': Northern Mockingbird
          '69': Red Crossbill
          '70': Wood Stork
          '71': Pine Siskin
          '72': Pacific Wren
          '73': Barrow's Goldeneye
          '74': American White Pelican
          '75': Cordilleran Flycatcher
          '76': Eastern Meadowlark
          '77': Yellow-headed Blackbird
          '78': Chipping Sparrow
          '79': Common Grackle
          '80': American Dipper
          '81': Double-crested Cormorant
          '82': Black Phoebe
          '83': Surfbird
          '84': Loggerhead Shrike
          '85': Gila Woodpecker
          '86': Snow Bunting
          '87': Field Sparrow
          '88': Brown Pelican
          '89': Merlin
          '90': Golden Eagle
          '91': Turkey Vulture
          '92': American Wigeon
          '93': Black Turnstone
          '94': Swainson's Thrush
          '95': White-winged Crossbill
          '96': Oak Titmouse
          '97': Least Flycatcher
          '98': Brown-headed Cowbird
          '99': Horned Grebe
          '100': Canvasback
          '101': Yellow-breasted Chat
          '102': Pine Warbler
          '103': Bald Eagle
          '104': Downy Woodpecker
          '105': Black-chinned Hummingbird
          '106': Prothonotary Warbler
          '107': Allen's Hummingbird
          '108': Louisiana Waterthrush
          '109': Gray Catbird
          '110': Western Meadowlark
          '111': House Finch
          '112': Brown Thrasher
          '113': Common Goldeneye
          '114': Hoary Redpoll
          '115': Eastern Kingbird
          '116': Evening Grosbeak
          '117': Mexican Jay
          '118': Mute Swan
          '119': Indigo Bunting
          '120': Brewer's Sparrow
          '121': American Goldfinch
          '122': Red-headed Woodpecker
          '123': Bell's Vireo
          '124': White-winged Scoter
          '125': Sandhill Crane
          '126': Boat-tailed Grackle
          '127': Scissor-tailed Flycatcher
          '128': Great-tailed Grackle
          '129': Common Merganser
          '130': Marsh Wren
          '131': Western Wood-Pewee
          '132': Barred Owl
          '133': Canada Warbler
          '134': Common Nighthawk
          '135': Long-billed Curlew
          '136': Scaled Quail
          '137': Western Sandpiper
          '138': Ruby-crowned Kinglet
          '139': Yellow-bellied Sapsucker
          '140': Killdeer
          '141': Chestnut-backed Chickadee
          '142': Belted Kingfisher
          '143': Blackpoll Warbler
          '144': Purple Gallinule
          '145': American Robin
          '146': Solitary Sandpiper
          '147': Chihuahuan Raven
          '148': Yellow-billed Magpie
          '149': Black Tern
          '150': House Sparrow
          '151': Rufous-crowned Sparrow
          '152': Ring-necked Duck
          '153': Warbling Vireo
          '154': Red-shouldered Hawk
          '155': Northern Harrier
          '156': Bay-breasted Warbler
          '157': Great Cormorant
          '158': Rock Pigeon
          '159': Short-billed Dowitcher
          '160': Bronzed Cowbird
          '161': Hooded Warbler
          '162': Black Vulture
          '163': White-breasted Nuthatch
          '164': Lincoln's Sparrow
          '165': Whimbrel
          '166': Varied Thrush
          '167': Dickcissel
          '168': Snowy Owl
          '169': Bank Swallow
          '170': Veery
          '171': Northern Waterthrush
          '172': Bridled Titmouse
          '173': Semipalmated Sandpiper
          '174': Harris's Hawk
          '175': Northern Rough-winged Swallow
          '176': Northern Pintail
          '177': Pelagic Cormorant
          '178': Clark's Grebe
          '179': Broad-winged Hawk
          '180': Swallow-tailed Kite
          '181': Monk Parakeet
          '182': Blackburnian Warbler
          '183': Burrowing Owl
          '184': Cooper's Hawk
          '185': Black Skimmer
          '186': Forster's Tern
          '187': Black-crested Titmouse
          '188': Northwestern Crow
          '189': Wood Thrush
          '190': Blue Jay
          '191': Dunlin
          '192': Yellow-billed Cuckoo
          '193': Black-throated Blue Warbler
          '194': Carolina Chickadee
          '195': Gadwall
          '196': Nuttall's Woodpecker
          '197': Common Gallinule
          '198': Wilson's Snipe
          '199': Greater White-fronted Goose
          '200': Glossy Ibis
          '201': Brant
          '202': Common Ground-Dove
          '203': Band-tailed Pigeon
          '204': Marbled Godwit
          '205': American Redstart
          '206': Clay-colored Sparrow
          '207': American Coot
          '208': American Pipit
          '209': Cackling Goose
          '210': Northern Shrike
          '211': Ruddy Duck
          '212': Red-necked Grebe
          '213': Ross's Goose
          '214': Townsend's Warbler
          '215': American Kestrel
          '216': Royal Tern
          '217': Sharp-shinned Hawk
          '218': Black-legged Kittiwake
          '219': Pileated Woodpecker
          '220': Hermit Thrush
          '221': Northern Gannet
          '222': Western Kingbird
          '223': Green-tailed Towhee
          '224': Pine Grosbeak
          '225': Harris's Sparrow
          '226': Bullock's Oriole
          '227': Brown-headed Nuthatch
          '228': Cinnamon Teal
          '229': Eastern Phoebe
          '230': Gambel's Quail
          '231': Nashville Warbler
          '232': Baltimore Oriole
          '233': Eastern Screech-Owl
          '234': American Oystercatcher
          '235': Ash-throated Flycatcher
          '236': Inca Dove
          '237': Anna's Hummingbird
          '238': Black-headed Grosbeak
          '239': Canada Goose
          '240': Ruby-throated Hummingbird
          '241': California Quail
          '242': American Woodcock
          '243': Spotted Sandpiper
          '244': Blue-headed Vireo
          '245': Wood Duck
          '246': Summer Tanager
          '247': Black-capped Chickadee
          '248': Black-tailed Gnatcatcher
          '249': Juniper Titmouse
          '250': Red-throated Loon
          '251': White-throated Sparrow
          '252': Pacific-slope Flycatcher
          '253': Brown-capped Rosy-Finch
          '254': Canyon Wren
          '255': Say's Phoebe
          '256': Blue-winged Warbler
          '257': Abert's Towhee
          '258': Greater Yellowlegs
          '259': Lazuli Bunting
          '260': Red-breasted Nuthatch
          '261': Carolina Wren
          '262': Red-eyed Vireo
          '263': Yellow-throated Vireo
          '264': Least Sandpiper
          '265': Roseate Spoonbill
          '266': Mallard
          '267': Vesper Sparrow
          '268': Common Redpoll
          '269': Heermann's Gull
          '270': Broad-tailed Hummingbird
          '271': Snowy Egret
          '272': Barn Swallow
          '273': Vermilion Flycatcher
          '274': Rose-breasted Grosbeak
          '275': Dark-eyed Junco
          '276': Crested Caracara
          '277': Gray Jay
          '278': Purple Martin
          '279': Magnolia Warbler
          '280': Orange-crowned Warbler
          '281': Broad-billed Hummingbird
          '282': Painted Bunting
          '283': American Black Duck
          '284': Vaux's Swift
          '285': Northern Bobwhite
          '286': Black-throated Gray Warbler
          '287': Red-winged Blackbird
          '288': Black-crowned Night-Heron
          '289': California Gull
          '290': Common Raven
          '291': Brewer's Blackbird
          '292': Purple Finch
          '293': Northern Cardinal
          '294': Western Scrub-Jay
          '295': Western Bluebird
          '296': Northern Parula
          '297': Northern Pygmy-Owl
          '298': Palm Warbler
          '299': Violet-green Swallow
          '300': Great Crested Flycatcher
          '301': Rough-legged Hawk
          '302': Tufted Titmouse
          '303': MacGillivray's Warbler
          '304': Lark Bunting
          '305': Orchard Oriole
          '306': Bufflehead
          '307': Black Oystercatcher
          '308': Great Egret
          '309': Redhead
          '310': Blue-winged Teal
          '311': Curve-billed Thrasher
          '312': Scarlet Tanager
          '313': Horned Lark
          '314': Brandt's Cormorant
          '315': White-crowned Sparrow
          '316': House Wren
          '317': Chimney Swift
          '318': Black-necked Stilt
          '319': Yellow Warbler
          '320': Pygmy Nuthatch
          '321': Gray-crowned Rosy-Finch
          '322': Hutton's Vireo
          '323': Hooded Merganser
          '324': Western Grebe
          '325': Canyon Towhee
          '326': Ladder-backed Woodpecker
          '327': Bobolink
          '328': Golden-fronted Woodpecker
          '329': Prairie Falcon
          '330': Black-throated Green Warbler
          '331': Greater Roadrunner
          '332': Cedar Waxwing
          '333': Blue Grosbeak
          '334': Mew Gull
          '335': White-throated Swift
          '336': Red-breasted Merganser
          '337': Cassin's Kingbird
          '338': Green Heron
          '339': Eastern Bluebird
          '340': Eared Grebe
          '341': Fox Sparrow
          '342': Pigeon Guillemot
          '343': Black-bellied Whistling-Duck
          '344': Willet
          '345': Mountain Bluebird
          '346': Clark's Nutcracker
          '347': Northern Flicker
          '348': Bewick's Wren
          '349': Prairie Warbler
          '350': Anhinga
          '351': Ruffed Grouse
          '352': Northern Shoveler
          '353': Common Loon
          '354': Bohemian Waxwing
          '355': Peregrine Falcon
          '356': Snow Goose
          '357': Lesser Scaup
          '358': Golden-crowned Kinglet
          '359': Great Blue Heron
          '360': Ruddy Turnstone
          '361': Western Gull
          '362': Hairy Woodpecker
          '363': Black Scoter
          '364': Common Yellowthroat
          '365': Boreal Chickadee
          '366': Cave Swallow
          '367': Mottled Duck
          '368': Yellow-crowned Night-Heron
          '369': Wilson's Phalarope
          '370': Pyrrhuloxia
          '371': Sanderling
          '372': Tennessee Warbler
          '373': Cliff Swallow
          '374': Lark Sparrow
          '375': Ring-necked Pheasant
          '376': Great Horned Owl
          '377': Hermit Warbler
          '378': Yellow-throated Warbler
          '379': Eurasian Collared-Dove
          '380': Mourning Warbler
          '381': Cassin's Vireo
          '382': Cattle Egret
          '383': Cape May Warbler
          '384': European Starling
          '385': Black Rosy-Finch
          '386': White-winged Dove
          '387': Common Eider
          '388': Calliope Hummingbird
          '389': Lesser Yellowlegs
          '390': Golden-crowned Sparrow
          '391': Brown Creeper
          '392': Green-winged Teal
          '393': Red-tailed Hawk
          '394': Hooded Oriole
          '395': Caspian Tern
          '396': Trumpeter Swan
          '397': California Towhee
          '398': Wrentit
          '399': Chestnut-sided Warbler
          '400': Wilson's Warbler
          '401': Barn Owl
          '402': Herring Gull
          '403': Steller's Jay
  splits:
  - name: train
    num_bytes: 9106091
    num_examples: 23912
  - name: test
    num_bytes: 9374111
    num_examples: 24615
  download_size: 9877722099
  dataset_size: 18480202
task_categories:
- image-classification
language:
- en
tags:
- biology
---