Hard-code class names, to match all other HF datasets.

bird-data.py

@@ -31,6 +31,413 @@ _URLS = {
     "test": f"{_REPO}/data/test.zip",
 }
 
+_CLASSES = """Little Blue Heron 
+Swainson's Hawk 
+Glaucous-winged Gull 
+Spotted Towhee
+Neotropic Cormorant
+White-eyed Vireo
+Tundra Swan
+Costa's Hummingbird 
+American Crow
+American Tree Sparrow
+Savannah Sparrow
+Verdin
+Wild Turkey
+Rufous Hummingbird 
+Blue-gray Gnatcatcher
+Song Sparrow
+Tricolored Heron
+Phainopepla 
+Harlequin Duck 
+Florida Scrub-Jay
+Black-billed Cuckoo
+Laughing Gull 
+Lesser Goldfinch 
+Common Tern
+Tree Swallow
+Black-billed Magpie
+Surf Scoter 
+Black-and-white Warbler
+Mountain Chickadee
+California Thrasher
+Osprey
+Long-tailed Duck 
+Semipalmated Plover
+Reddish Egret 
+Black Guillemot 
+Ring-billed Gull 
+American Avocet
+White-faced Ibis
+Western Tanager 
+Black-bellied Plover 
+Winter Wren
+Mississippi Kite
+Townsend's Solitaire
+Bonaparte's Gull
+Cassin's Finch 
+Yellow-rumped Warbler 
+Great Black-backed Gull 
+Red-naped Sapsucker
+Swamp Sparrow
+Western Screech-Owl
+Rusty Blackbird
+Northern Saw-whet Owl
+Plumbeous Vireo
+Bushtit
+White-tailed Kite
+White Ibis 
+Ovenbird
+Cactus Wren
+Fish Crow
+Greater Scaup 
+Pacific Loon 
+Red-breasted Sapsucker
+Pied-billed Grebe
+Eastern Towhee
+Acorn Woodpecker
+Mourning Dove
+Red-bellied Woodpecker
+Eastern Wood-Pewee
+Northern Mockingbird
+Red Crossbill 
+Wood Stork
+Pine Siskin
+Pacific Wren
+Barrow's Goldeneye 
+American White Pelican
+Cordilleran Flycatcher
+Eastern Meadowlark
+Yellow-headed Blackbird 
+Chipping Sparrow 
+Common Grackle
+American Dipper
+Double-crested Cormorant 
+Black Phoebe
+Surfbird
+Loggerhead Shrike
+Gila Woodpecker
+Snow Bunting 
+Field Sparrow
+Brown Pelican
+Merlin
+Golden Eagle 
+Turkey Vulture
+American Wigeon 
+Black Turnstone
+Swainson's Thrush
+White-winged Crossbill 
+Oak Titmouse
+Least Flycatcher
+Brown-headed Cowbird 
+Horned Grebe 
+Canvasback 
+Yellow-breasted Chat
+Pine Warbler
+Bald Eagle 
+Downy Woodpecker
+Black-chinned Hummingbird 
+Prothonotary Warbler
+Allen's Hummingbird 
+Louisiana Waterthrush
+Gray Catbird
+Western Meadowlark
+House Finch 
+Brown Thrasher
+Common Goldeneye 
+Hoary Redpoll
+Eastern Kingbird
+Evening Grosbeak 
+Mexican Jay
+Mute Swan
+Indigo Bunting 
+Brewer's Sparrow
+American Goldfinch 
+Red-headed Woodpecker 
+Bell's Vireo
+White-winged Scoter 
+Sandhill Crane
+Boat-tailed Grackle
+Scissor-tailed Flycatcher
+Great-tailed Grackle
+Common Merganser 
+Marsh Wren
+Western Wood-Pewee
+Barred Owl
+Canada Warbler
+Common Nighthawk
+Long-billed Curlew
+Scaled Quail
+Western Sandpiper
+Ruby-crowned Kinglet
+Yellow-bellied Sapsucker
+Killdeer
+Chestnut-backed Chickadee
+Belted Kingfisher
+Blackpoll Warbler 
+Eurasian Eagle-Owl
+Purple Gallinule 
+American Robin 
+Solitary Sandpiper
+Chihuahuan Raven
+Yellow-billed Magpie
+Black Tern
+House Sparrow 
+Rufous-crowned Sparrow
+Ring-necked Duck 
+Warbling Vireo
+Red-shouldered Hawk 
+Northern Harrier 
+Bay-breasted Warbler 
+Great Cormorant 
+Rock Pigeon
+Short-billed Dowitcher
+Bronzed Cowbird
+Hooded Warbler
+Black Vulture
+White-breasted Nuthatch
+Lincoln's Sparrow
+Whimbrel
+Varied Thrush
+Dickcissel
+Snowy Owl
+Bank Swallow
+Veery
+Northern Waterthrush
+Bridled Titmouse
+Semipalmated Sandpiper
+Harris's Hawk
+Northern Rough-winged Swallow
+Northern Pintail 
+Pelagic Cormorant
+Clark's Grebe
+Broad-winged Hawk 
+Swallow-tailed Kite
+Monk Parakeet
+Blackburnian Warbler
+Burrowing Owl
+Cooper's Hawk 
+Black Skimmer
+Forster's Tern
+Black-crested Titmouse
+Northwestern Crow
+Wood Thrush
+Blue Jay
+Dunlin 
+Yellow-billed Cuckoo
+Black-throated Blue Warbler 
+Carolina Chickadee
+Gadwall 
+Nuttall's Woodpecker
+Common Gallinule 
+Wilson's Snipe
+Greater White-fronted Goose
+Glossy Ibis
+Brant
+Common Ground-Dove
+Band-tailed Pigeon
+Marbled Godwit
+American Redstart 
+Clay-colored Sparrow
+American Coot
+American Pipit
+Cackling Goose
+Northern Shrike
+Ruddy Duck 
+Red-necked Grebe 
+Ross's Goose
+Townsend's Warbler
+American Kestrel 
+Royal Tern
+Sharp-shinned Hawk 
+Black-legged Kittiwake 
+Pileated Woodpecker
+Hermit Thrush
+Northern Gannet 
+Western Kingbird
+Green-tailed Towhee
+Pine Grosbeak 
+Harris's Sparrow 
+Bullock's Oriole 
+Brown-headed Nuthatch
+Cinnamon Teal 
+Eastern Phoebe
+Gambel's Quail 
+Nashville Warbler
+Baltimore Oriole 
+Eastern Screech-Owl
+American Oystercatcher
+Ash-throated Flycatcher
+Inca Dove
+Anna's Hummingbird 
+Black-headed Grosbeak 
+Canada Goose
+Ruby-throated Hummingbird 
+California Quail 
+American Woodcock
+Spotted Sandpiper 
+Blue-headed Vireo
+Wood Duck 
+Summer Tanager 
+Black-capped Chickadee
+Black-tailed Gnatcatcher
+Juniper Titmouse
+Red-throated Loon 
+White-throated Sparrow 
+Pacific-slope Flycatcher
+Brown-capped Rosy-Finch
+Canyon Wren
+Say's Phoebe
+Blue-winged Warbler
+Abert's Towhee
+Greater Yellowlegs
+Lazuli Bunting 
+Red-breasted Nuthatch
+Carolina Wren
+Red-eyed Vireo
+Yellow-throated Vireo
+Least Sandpiper
+Roseate Spoonbill
+Mallard 
+Vesper Sparrow
+Common Redpoll
+Heermann's Gull 
+Broad-tailed Hummingbird 
+Snowy Egret
+Barn Swallow
+Vermilion Flycatcher 
+Rose-breasted Grosbeak 
+Dark-eyed Junco 
+Crested Caracara
+Gray Jay
+Purple Martin 
+Magnolia Warbler 
+Orange-crowned Warbler
+Broad-billed Hummingbird 
+Painted Bunting 
+American Black Duck
+Vaux's Swift
+Northern Bobwhite
+Black-throated Gray Warbler
+Red-winged Blackbird 
+Black-crowned Night-Heron 
+California Gull 
+Common Raven
+Brewer's Blackbird 
+Purple Finch 
+Northern Cardinal 
+Western Scrub-Jay
+Western Bluebird
+Northern Parula
+Northern Pygmy-Owl
+Palm Warbler
+Violet-green Swallow
+Great Crested Flycatcher
+Rough-legged Hawk 
+Tufted Titmouse
+MacGillivray's Warbler
+Lark Bunting 
+Orchard Oriole 
+Bufflehead 
+Black Oystercatcher
+Great Egret
+Redhead 
+Blue-winged Teal 
+Curve-billed Thrasher
+Scarlet Tanager 
+Horned Lark
+Brandt's Cormorant
+White-crowned Sparrow 
+House Wren
+Chimney Swift
+Black-necked Stilt
+Yellow Warbler
+Pygmy Nuthatch
+Gray-crowned Rosy-Finch
+Hutton's Vireo
+Hooded Merganser 
+Western Grebe
+Canyon Towhee
+Ladder-backed Woodpecker
+Bobolink 
+Golden-fronted Woodpecker
+Prairie Falcon
+Black-throated Green Warbler
+Greater Roadrunner
+Cedar Waxwing
+Blue Grosbeak 
+Mew Gull
+White-throated Swift
+Red-breasted Merganser 
+Cassin's Kingbird
+Green Heron
+Eastern Bluebird
+Eared Grebe 
+Fox Sparrow 
+Pigeon Guillemot 
+Black-bellied Whistling-Duck
+Willet
+Mountain Bluebird
+Clark's Nutcracker
+Northern Flicker 
+Bewick's Wren
+Prairie Warbler
+Anhinga
+Ruffed Grouse
+Northern Shoveler 
+Common Loon 
+Bohemian Waxwing
+Peregrine Falcon 
+Snow Goose 
+Lesser Scaup 
+Golden-crowned Kinglet
+Great Blue Heron
+Ruddy Turnstone
+Western Gull 
+Hairy Woodpecker
+Black Scoter 
+Common Yellowthroat 
+Boreal Chickadee
+Cave Swallow
+Mottled Duck
+Yellow-crowned Night-Heron 
+Wilson's Phalarope 
+Pyrrhuloxia
+Sanderling 
+Tennessee Warbler
+Cliff Swallow
+Lark Sparrow
+Ring-necked Pheasant 
+Great Horned Owl
+Hermit Warbler
+Yellow-throated Warbler
+Eurasian Collared-Dove
+Mourning Warbler
+Cassin's Vireo
+Cattle Egret
+Cape May Warbler
+European Starling 
+Black Rosy-Finch
+White-winged Dove
+Common Eider 
+Calliope Hummingbird 
+Lesser Yellowlegs
+Golden-crowned Sparrow 
+Brown Creeper
+Green-winged Teal 
+Red-tailed Hawk 
+Hooded Oriole 
+Caspian Tern
+Trumpeter Swan
+California Towhee
+Wrentit
+Chestnut-sided Warbler 
+Wilson's Warbler
+Barn Owl
+Herring Gull
+Steller's Jay
+""".splitlines()
+
 class Beans(datasets.GeneratorBasedBuilder):
     """Beans plant leaf images dataset."""
 
@@ -41,7 +448,7 @@ class Beans(datasets.GeneratorBasedBuilder):
                 {
                     "image_file_path": datasets.Value("string"),
                     "image": datasets.Image(),
-                    "labels": datasets.features.ClassLabel(names_file="classes.txt"),
+                    "labels": datasets.features.ClassLabel(names=_CLASSES),
                 }
             ),
             supervised_keys=("image", "labels"),