Bird Image Classification Dataset

126.9K labeled images

Free download

126.9K+ labeled bird images ready for AI and computer vision research. Delivered as an ImageFolder-style ZIP with train / val / test splits and class-labeled folders. Review the source license before use. Compatible with PyTorch, TensorFlow, Keras, and any classification pipeline.

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Browse a selection of samples from the Bird image dataset.

Categories in this dataset

Golden pheasant Gouldian finch European gallinule Vulturine guineafowl Royal flycatcher Finch Raven Blue heron Masked lapwing Asian crested ibis Palila Frigate Jabiru Black francolin Bald eagle Black throated warbler Bustard Victoria crowned pigeon Kagu Bee eater Banded broadbill Varied thrush Sandpiper Wood duck Spangled cotinga Purple swamphen Teal duck Hummingbird African grey Ocellated turkey Rudy kingfisher Cockatiel Ruffed grouse Bali starling Pelecaniformes Roadrunner Bearded barbet Imperial shaq Red wiskered bulbul Chara de collar Helmet vanga Ptarmigan Hawk Horned lark Couchs kingbird Gray catbird Hoatzin Junco Alexandrine parakeet Emperor penguin Canary Samatran thrush Cerulean warbler Brown thrasher Steamer duck American bittern Crested nuthatch Bulwers pheasant Golden cheeked warbler Stripped manakin Enggano myna Cuban trogon Turkey vulture Gilded flicker Eurasian golden oriole Antbird Turquoise motmot Red honey creeper Nightjar Sri lanka blue magpie Takahe Sparrow Flame tanager Rufuos motmot Northern mockingbird Elegant trogon Black tail crake Northern shoveler Common grackle Strawberry finch Okinawa rail Bornean leafbird Bornean pheasant Masked booby Crowned pigeon Collared aracari Downy woodpecker Fire tailled myzornis Paradise tanager Ring necked pheasant Curl crested aracuri Toucan Puffin Kookaburra Lory Spoonbill Goose Touchan Red backed sandpiper Gold wing warbler Hawaiian goose Bar tailed godwit Brown noody Capped heron Bobolink Red breasted merganser Double barred finch Blonde crested woodpecker Bearded reedling Heron Peacock Clarks nutcracker Blackburniam warbler Partridge House finch Wilsons bird of paradise American coot Horned guan Carmine bee eater Scarlet ibis Malabar hornbill Purple gallinule Stripped swallow Bittern Vermilion flycather Red naped trogon Barred puffbird Red winged blackbird Mandrin duck White tailed tropic Swinhoes pheasant Lovebird Shoebill Venezuelian troupial Eastern bluebird Baltimore oriole Red bearded bee eater Quetzal Lears macaw Glossy ibis Hooded merganser Bird kiwi California quail Grey plover Northern cardinal American goldfinch Go away bird Falcon Lorikeet Black stork Eastern rosella Oyster catcher Eagle Scarlet macaw Bay breasted warbler Turkey Araripe manakin Wall creaper Guineafowl Golden pipit Barn owl Townsends warbler Golden eagle Harpy eagle Sunscreen Ovenbird Parus major Stork Lark bunting Crested caracara Rufous kingfisher Peregrine falcon Duck D arnauds barbet Macaw Capuchinbird Swan Guinea turaco Annas hummingbird Sandhill crane Rough leg buzzard Orange brested bunting Northern flicker Red faced cormorant Whip poor will Great potoo Ibis Gang gang cockatoo Common house martin Java sparrow Ostrich Snowy owl House sparrow Mikado pheasant Crimson sunbird Owl Albatross Red tailed thrush Bluebird Chukar partridge Potoo Mourning dove Cedar waxwing Mallard duck Red headed woodpecker Eastern meadowlark Bald ibis Common starling Gambels quail Himalayan monal Marabou stork Northern jacana King vulture Spoon biled sandpiper Greator sage grouse Cinnamon teal Whimbrel Common firecrest Inca tern Black throated bushtit Northern gannet Bulbul California gull Northern goshawk African firefinch Gyrfalcon Parrot Cockatoo Painted buntig Sora Myna Oriole Black swan Osprey Rosy faced lovebird Vulture African crowned crane American redstart American kestrel Scarlet tanager Maleo Hoopoes Stork billed kingfisher White necked raven Barn swallow Green jay Red browed finch Black throated sparrow Ruby throated hummingbird Wattled curassow Nicobar pigeon Sand martin Quail Pygmy kingfisher Crow Red tailed hawk Bird of paradise bird Common poorwill Long eared owl Malachite kingfisher Black vulture Woodpecker Rock dove Yellow bellied flowerpecker Pink robin Tree swallow Goldfinch Northern red bishop Limpkin Double brested cormarant Cassowary Fairy bluebird Cock of the rock Chipping sparrow Dowitcher Redshank Eurasian magpie Emu Penguin Black skimmer Tit mouse Northern parula Ruddy turnstone Seagull Short billed dowitcher Cock of the rock Black capped chickadee Bornean bristlehead Wild turkey American pipit Flamingo Coucal Gila woodpecker Rainbow lorikeet Lilac roller Noisy friarbird Cape may warbler Trumpter swan Purple finch Bearded bellbird Umbrella bird Red headed duck Pelican Bananaquit White cheeked turaco Kakapo Blue grouse Hornbill California condor Pigeon Snowy egret Dove Water ouzel Magpie Common loon Little blue heron Horned sungem Indigo bunting Philippine eagle Drake Dark eyed junco Purple martin Caspian tern Cactus wren Malagasy white eye Parakeet American avocet Chickadee Brambling Eastern towee Razorbill Warbler King penguin White throated bee eater Indian bustard Violet green swallow Cuban tody Great grey owl Green broadbill Golden chlorophonia Splendid wren Taiwan magpie Gray partridge Kingfisher Superb starling Anhinga Magpie goose Sulphur crested cockatoo Red faced warbler Yellow cacique Smiths longspur Red bellied pitta Oystercatcher Killdear American egret Regent bowerbird Evening grosbeak Elliots pheasant White stork Flamingo head Robin Jacamar Cardinal Crested auklet Black necked grebe Northern bald ibis Jay Banded pita Crane

Data sources

Imagenet object localization

What you get

Bird classification dataset, ready to train

Clean folder layout

`train` / `val` / `test` sub-folders per class plus a `meta.json` with label list, split counts, and ImageNet normalization constants — ready for `torchvision.datasets.ImageFolder`.

Your choices, your ZIP

Pick output size, color mode, train/val/test split, and 20 augmentations. The ZIP is built for your exact setup.

Research-friendly

BibTeX citation per dataset and a Colab starter notebook. No signup required to download.

Framework-agnostic

PyTorch, TensorFlow, Ultralytics — pick any. Standard ImageFolder layout works out of the box.

Bird Image Classification Dataset

126.9K+ labeled bird images ready for AI and computer vision research. Delivered as an ImageFolder-style ZIP with train / val / test splits and class-labeled folders. Review the source license before use. Compatible with PyTorch, TensorFlow, Keras, and any classification pipeline.

Categories in this dataset

Tags

Data sources

Bird classification dataset, ready to train

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