Top Woodpecker Computer Vision Models
The models below have been fine-tuned for various woodpecker detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own woodpecker detection model.
At the bottom of this page, we have guides on how to count woodpeckers in images and videos.
by LeeM
3762 images 35 classes
acorn-woodpecker annas-hummingbird blue-jay blue-winged-warbler carolina-chickadee carolina-wren chipping-sparrow common-eider common-yellowthroat dark-eyed-junco eastern-bluebird eastern-towhee harris-hawk hermit-thrush indigo-bunting juniper-titmouse northern-cardinal northern-mockingbird northern-waterthrush orchard-oriole
by fmarket 2023
560 images 42 classes
Western plantain eater abar african crake african grey hornbill african grey hornbill f african pied hornbill african pied hornbill f african pygmy kingfisher barn owl bearded barbet birds black and white casqued hornbill black casqued hornbill female black kite black kite yellow billed blue breasted kingfisher common kestrel common moorhen dou double spurred spurfowl
3040 images 51 classes
American Robin American Tree Sparrow American_Crow American_Goldfinch American_Redstart Baltimore_Oriole Barn_Swallow Bewick_Wren Black Headed Grosbeak Black-Capped Chickadee Black_billed_Cuckoo Blue-Grey Gnatcatcher Blue_Jay Bohemian_Waxwing Brewer_Blackbird Brown_Creeper Brown_Thrasher Cardinal Carolina Chickadee Carolina_Wren
by Birds1
1083 images 8 classes
3345 images 525 classes
ABBOTTS BABBLER ABBOTTS BOOBY ABYSSINIAN GROUND HORNBILL AFRICAN CROWNED CRANE AFRICAN EMERALD CUCKOO AFRICAN FIREFINCH AFRICAN OYSTER CATCHER AFRICAN PIED HORNBILL AFRICAN PYGMY GOOSE ALBATROSS ALBERTS TOWHEE ALEXANDRINE PARAKEET ALPINE CHOUGH ALTAMIRA YELLOWTHROAT AMERICAN AVOCET AMERICAN BITTERN AMERICAN COOT AMERICAN DIPPER AMERICAN FLAMINGO AMERICAN GOLDFINCH
162 images 7 classes
by BirdProject
6242 images 35 classes
acorn-woodpecker annas-hummingbird blue-jay blue-winged-warbler carolina-chickadee carolina-wren chipping-sparrow common-eider common-yellowthroat dark-eyed-junco eastern-bluebird eastern-towhee harris-hawk hermit-thrush indigo-bunting juniper-titmouse northern-cardinal northern-mockingbird northern-waterthrush orchard-oriole
by project
9795 images 35 classes
acorn-woodpecker annas-hummingbird blue-jay blue-winged-warbler carolina-chickadee carolina-wren chipping-sparrow common-eider common-yellowthroat dark-eyed-junco eastern-bluebird eastern-towhee harris-hawk hermit-thrush indigo-bunting juniper-titmouse northern-cardinal northern-mockingbird northern-waterthrush orchard-oriole
9880 images 525 classes
ABBOTTS BABBLER ABBOTTS BOOBY ABYSSINIAN GROUND HORNBILL AFRICAN CROWNED CRANE AFRICAN EMERALD CUCKOO AFRICAN FIREFINCH AFRICAN OYSTER CATCHER AFRICAN PIED HORNBILL AFRICAN PYGMY GOOSE ALBATROSS ALBERTS TOWHEE ALEXANDRINE PARAKEET ALPINE CHOUGH ALTAMIRA YELLOWTHROAT AMERICAN AVOCET AMERICAN BITTERN AMERICAN COOT AMERICAN DIPPER AMERICAN FLAMINGO AMERICAN GOLDFINCH
2655 images 6 classes
9899 images 200 classes
Acadian Flycatcher American Crow American Goldfinch American Pipit American Redstart American Three Toed Woodpecker Anna Hummingbird Artic Tern Baird Sparrow Baltimore Oriole Bank Swallow Barn Swallow Bay Breasted Warbler Belted Kingfisher Bewick Wren Black And White Warbler Black Billed Cuckoo Black Capped Vireo Black Footed Albatross Black Tern
by Birds1
82 images 8 classes
by BirdWatcher
5597 images 36 classes
acorn-woodpecker annas-hummingbird blue-jay blue-winged-warbler carolina-chickadee carolina-wren chipping-sparrow common-eider common-yellowthroat dark-eyed-junco eastern-bluebird eastern-towhee harris-hawk hermit-thrush indigo-bunting juniper-titmouse northern-cardinal northern-mockingbird northern-waterthrush orchard-oriole