Image Classification
Transformers
Safetensors
English
dinov2
bird-classification
birds
fine-grained
north-america
Instructions to use houlette/birdclass-na with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use houlette/birdclass-na with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="houlette/birdclass-na") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("houlette/birdclass-na") model = AutoModelForImageClassification.from_pretrained("houlette/birdclass-na") - Notebooks
- Google Colab
- Kaggle
| { | |
| "_name_or_path": "facebook/dinov2-base", | |
| "apply_layernorm": true, | |
| "architectures": [ | |
| "Dinov2ForImageClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.0, | |
| "drop_path_rate": 0.0, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.0, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "Aberts Towhee", | |
| "1": "Acorn Woodpecker", | |
| "2": "Allens Hummingbird", | |
| "3": "American Avocet", | |
| "4": "American Black Duck", | |
| "5": "American Coot", | |
| "6": "American Crow", | |
| "7": "American Dipper", | |
| "8": "American Goldfinch", | |
| "9": "American Kestrel", | |
| "10": "American Oystercatcher", | |
| "11": "American Pipit", | |
| "12": "American Redstart", | |
| "13": "American Robin", | |
| "14": "American Tree Sparrow", | |
| "15": "American White Pelican", | |
| "16": "American Wigeon", | |
| "17": "American Woodcock", | |
| "18": "Anhinga", | |
| "19": "Annas Hummingbird", | |
| "20": "Ash Throated Flycatcher", | |
| "21": "Bald Eagle", | |
| "22": "Baltimore Oriole", | |
| "23": "Band Tailed Pigeon", | |
| "24": "Bank Swallow", | |
| "25": "Barn Owl", | |
| "26": "Barn Swallow", | |
| "27": "Barred Owl", | |
| "28": "Barrows Goldeneye", | |
| "29": "Bay Breasted Warbler", | |
| "30": "Bells Vireo", | |
| "31": "Belted Kingfisher", | |
| "32": "Bewicks Wren", | |
| "33": "Black And White Warbler", | |
| "34": "Black Bellied Plover", | |
| "35": "Black Bellied Whistling Duck", | |
| "36": "Black Billed Cuckoo", | |
| "37": "Black Billed Magpie", | |
| "38": "Black Capped Chickadee", | |
| "39": "Black Chinned Hummingbird", | |
| "40": "Black Crested Titmouse", | |
| "41": "Black Crowned Night Heron", | |
| "42": "Black Guillemot", | |
| "43": "Black Headed Grosbeak", | |
| "44": "Black Legged Kittiwake", | |
| "45": "Black Necked Stilt", | |
| "46": "Black Oystercatcher", | |
| "47": "Black Phoebe", | |
| "48": "Black Rosy Finch", | |
| "49": "Black Scoter", | |
| "50": "Black Skimmer", | |
| "51": "Black Tailed Gnatcatcher", | |
| "52": "Black Tern", | |
| "53": "Black Throated Blue Warbler", | |
| "54": "Black Throated Gray Warbler", | |
| "55": "Black Throated Green Warbler", | |
| "56": "Black Turnstone", | |
| "57": "Black Vulture", | |
| "58": "Blackburnian Warbler", | |
| "59": "Blackpoll Warbler", | |
| "60": "Blue Gray Gnatcatcher", | |
| "61": "Blue Grosbeak", | |
| "62": "Blue Headed Vireo", | |
| "63": "Blue Jay", | |
| "64": "Blue Winged Teal", | |
| "65": "Blue Winged Warbler", | |
| "66": "Boat Tailed Grackle", | |
| "67": "Bobolink", | |
| "68": "Bohemian Waxwing", | |
| "69": "Bonapartes Gull", | |
| "70": "Boreal Chickadee", | |
| "71": "Brandts Cormorant", | |
| "72": "Brant", | |
| "73": "Brewers Blackbird", | |
| "74": "Brewers Sparrow", | |
| "75": "Bridled Titmouse", | |
| "76": "Broad Billed Hummingbird", | |
| "77": "Broad Tailed Hummingbird", | |
| "78": "Broad Winged Hawk", | |
| "79": "Bronzed Cowbird", | |
| "80": "Brown Capped Rosy Finch", | |
| "81": "Brown Creeper", | |
| "82": "Brown Headed Cowbird", | |
| "83": "Brown Headed Nuthatch", | |
| "84": "Brown Pelican", | |
| "85": "Brown Thrasher", | |
| "86": "Bufflehead", | |
| "87": "Bullocks Oriole", | |
| "88": "Burrowing Owl", | |
| "89": "Bushtit", | |
| "90": "Cackling Goose", | |
| "91": "Cactus Wren", | |
| "92": "California Gull", | |
| "93": "California Quail", | |
| "94": "California Thrasher", | |
| "95": "California Towhee", | |
| "96": "Calliope Hummingbird", | |
| "97": "Canada Goose", | |
| "98": "Canada Warbler", | |
| "99": "Canvasback", | |
| "100": "Canyon Towhee", | |
| "101": "Canyon Wren", | |
| "102": "Cape May Warbler", | |
| "103": "Carolina Chickadee", | |
| "104": "Carolina Wren", | |
| "105": "Caspian Tern", | |
| "106": "Cassins Finch", | |
| "107": "Cassins Kingbird", | |
| "108": "Cassins Vireo", | |
| "109": "Cattle Egret", | |
| "110": "Cave Swallow", | |
| "111": "Cedar Waxwing", | |
| "112": "Chestnut Backed Chickadee", | |
| "113": "Chestnut Sided Warbler", | |
| "114": "Chihuahuan Raven", | |
| "115": "Chimney Swift", | |
| "116": "Chipping Sparrow", | |
| "117": "Cinnamon Teal", | |
| "118": "Clarks Grebe", | |
| "119": "Clarks Nutcracker", | |
| "120": "Clay Colored Sparrow", | |
| "121": "Cliff Swallow", | |
| "122": "Common Eider", | |
| "123": "Common Gallinule", | |
| "124": "Common Goldeneye", | |
| "125": "Common Grackle", | |
| "126": "Common Ground Dove", | |
| "127": "Common Loon", | |
| "128": "Common Merganser", | |
| "129": "Common Nighthawk", | |
| "130": "Common Raven", | |
| "131": "Common Redpoll", | |
| "132": "Common Tern", | |
| "133": "Common Yellowthroat", | |
| "134": "Coopers Hawk", | |
| "135": "Cordilleran Flycatcher", | |
| "136": "Costas Hummingbird", | |
| "137": "Crested Caracara", | |
| "138": "Curve Billed Thrasher", | |
| "139": "Dark Eyed Junco", | |
| "140": "Dickcissel", | |
| "141": "Double Crested Cormorant", | |
| "142": "Downy Woodpecker", | |
| "143": "Dunlin", | |
| "144": "Eared Grebe", | |
| "145": "Eastern Bluebird", | |
| "146": "Eastern Kingbird", | |
| "147": "Eastern Meadowlark", | |
| "148": "Eastern Phoebe", | |
| "149": "Eastern Screech Owl", | |
| "150": "Eastern Towhee", | |
| "151": "Eastern Wood Pewee", | |
| "152": "Eurasian Collared Dove", | |
| "153": "European Starling", | |
| "154": "Evening Grosbeak", | |
| "155": "Field Sparrow", | |
| "156": "Fish Crow", | |
| "157": "Florida Scrub Jay", | |
| "158": "Forsters Tern", | |
| "159": "Fox Sparrow", | |
| "160": "Gadwall", | |
| "161": "Gambels Quail", | |
| "162": "Gila Woodpecker", | |
| "163": "Glaucous Winged Gull", | |
| "164": "Glossy Ibis", | |
| "165": "Golden Crowned Kinglet", | |
| "166": "Golden Crowned Sparrow", | |
| "167": "Golden Eagle", | |
| "168": "Golden Fronted Woodpecker", | |
| "169": "Gray Catbird", | |
| "170": "Gray Crowned Rosy Finch", | |
| "171": "Gray Jay", | |
| "172": "Great Black Backed Gull", | |
| "173": "Great Blue Heron", | |
| "174": "Great Cormorant", | |
| "175": "Great Crested Flycatcher", | |
| "176": "Great Egret", | |
| "177": "Great Horned Owl", | |
| "178": "Great Tailed Grackle", | |
| "179": "Greater Roadrunner", | |
| "180": "Greater Scaup", | |
| "181": "Greater White Fronted Goose", | |
| "182": "Greater Yellowlegs", | |
| "183": "Green Heron", | |
| "184": "Green Tailed Towhee", | |
| "185": "Green Winged Teal", | |
| "186": "Hairy Woodpecker", | |
| "187": "Harlequin Duck", | |
| "188": "Harriss Hawk", | |
| "189": "Harriss Sparrow", | |
| "190": "Heermanns Gull", | |
| "191": "Hermit Thrush", | |
| "192": "Hermit Warbler", | |
| "193": "Herring Gull", | |
| "194": "Hoary Redpoll", | |
| "195": "Hooded Merganser", | |
| "196": "Hooded Oriole", | |
| "197": "Hooded Warbler", | |
| "198": "Horned Grebe", | |
| "199": "Horned Lark", | |
| "200": "House Finch", | |
| "201": "House Sparrow", | |
| "202": "House Wren", | |
| "203": "Huttons Vireo", | |
| "204": "Inca Dove", | |
| "205": "Indigo Bunting", | |
| "206": "Juniper Titmouse", | |
| "207": "Killdeer", | |
| "208": "Ladder Backed Woodpecker", | |
| "209": "Lark Bunting", | |
| "210": "Lark Sparrow", | |
| "211": "Laughing Gull", | |
| "212": "Lazuli Bunting", | |
| "213": "Least Flycatcher", | |
| "214": "Least Sandpiper", | |
| "215": "Lesser Goldfinch", | |
| "216": "Lesser Scaup", | |
| "217": "Lesser Yellowlegs", | |
| "218": "Lincolns Sparrow", | |
| "219": "Little Blue Heron", | |
| "220": "Loggerhead Shrike", | |
| "221": "Long Billed Curlew", | |
| "222": "Long Tailed Duck", | |
| "223": "Louisiana Waterthrush", | |
| "224": "Macgillivrays Warbler", | |
| "225": "Magnolia Warbler", | |
| "226": "Mallard", | |
| "227": "Marbled Godwit", | |
| "228": "Marsh Wren", | |
| "229": "Merlin", | |
| "230": "Mew Gull", | |
| "231": "Mexican Jay", | |
| "232": "Mississippi Kite", | |
| "233": "Monk Parakeet", | |
| "234": "Mottled Duck", | |
| "235": "Mountain Bluebird", | |
| "236": "Mountain Chickadee", | |
| "237": "Mourning Dove", | |
| "238": "Mourning Warbler", | |
| "239": "Mute Swan", | |
| "240": "Nashville Warbler", | |
| "241": "Neotropic Cormorant", | |
| "242": "Northern Bobwhite", | |
| "243": "Northern Cardinal", | |
| "244": "Northern Flicker", | |
| "245": "Northern Gannet", | |
| "246": "Northern Harrier", | |
| "247": "Northern Mockingbird", | |
| "248": "Northern Parula", | |
| "249": "Northern Pintail", | |
| "250": "Northern Pygmy Owl", | |
| "251": "Northern Rough Winged Swallow", | |
| "252": "Northern Saw Whet Owl", | |
| "253": "Northern Shoveler", | |
| "254": "Northern Shrike", | |
| "255": "Northern Waterthrush", | |
| "256": "Northwestern Crow", | |
| "257": "Nuttalls Woodpecker", | |
| "258": "Oak Titmouse", | |
| "259": "Orange Crowned Warbler", | |
| "260": "Orchard Oriole", | |
| "261": "Osprey", | |
| "262": "Ovenbird", | |
| "263": "Pacific Loon", | |
| "264": "Pacific Slope Flycatcher", | |
| "265": "Pacific Wren", | |
| "266": "Painted Bunting", | |
| "267": "Palm Warbler", | |
| "268": "Pelagic Cormorant", | |
| "269": "Peregrine Falcon", | |
| "270": "Phainopepla", | |
| "271": "Pied Billed Grebe", | |
| "272": "Pigeon Guillemot", | |
| "273": "Pileated Woodpecker", | |
| "274": "Pine Grosbeak", | |
| "275": "Pine Siskin", | |
| "276": "Pine Warbler", | |
| "277": "Plumbeous Vireo", | |
| "278": "Prairie Falcon", | |
| "279": "Prairie Warbler", | |
| "280": "Prothonotary Warbler", | |
| "281": "Purple Finch", | |
| "282": "Purple Gallinule", | |
| "283": "Purple Martin", | |
| "284": "Pygmy Nuthatch", | |
| "285": "Pyrrhuloxia", | |
| "286": "Red Bellied Woodpecker", | |
| "287": "Red Breasted Merganser", | |
| "288": "Red Breasted Nuthatch", | |
| "289": "Red Breasted Sapsucker", | |
| "290": "Red Crossbill", | |
| "291": "Red Eyed Vireo", | |
| "292": "Red Headed Woodpecker", | |
| "293": "Red Naped Sapsucker", | |
| "294": "Red Necked Grebe", | |
| "295": "Red Shouldered Hawk", | |
| "296": "Red Tailed Hawk", | |
| "297": "Red Throated Loon", | |
| "298": "Red Winged Blackbird", | |
| "299": "Reddish Egret", | |
| "300": "Redhead", | |
| "301": "Ring Billed Gull", | |
| "302": "Ring Necked Duck", | |
| "303": "Ring Necked Pheasant", | |
| "304": "Rock Pigeon", | |
| "305": "Rose Breasted Grosbeak", | |
| "306": "Roseate Spoonbill", | |
| "307": "Rosss Goose", | |
| "308": "Rough Legged Hawk", | |
| "309": "Royal Tern", | |
| "310": "Ruby Crowned Kinglet", | |
| "311": "Ruby Throated Hummingbird", | |
| "312": "Ruddy Duck", | |
| "313": "Ruddy Turnstone", | |
| "314": "Ruffed Grouse", | |
| "315": "Rufous Crowned Sparrow", | |
| "316": "Rufous Hummingbird", | |
| "317": "Rusty Blackbird", | |
| "318": "Sanderling", | |
| "319": "Sandhill Crane", | |
| "320": "Savannah Sparrow", | |
| "321": "Says Phoebe", | |
| "322": "Scaled Quail", | |
| "323": "Scarlet Tanager", | |
| "324": "Scissor Tailed Flycatcher", | |
| "325": "Semipalmated Plover", | |
| "326": "Semipalmated Sandpiper", | |
| "327": "Sharp Shinned Hawk", | |
| "328": "Short Billed Dowitcher", | |
| "329": "Snow Bunting", | |
| "330": "Snow Goose", | |
| "331": "Snowy Egret", | |
| "332": "Snowy Owl", | |
| "333": "Solitary Sandpiper", | |
| "334": "Song Sparrow", | |
| "335": "Sparrow", | |
| "336": "Spotted Sandpiper", | |
| "337": "Spotted Towhee", | |
| "338": "Stellers Jay", | |
| "339": "Summer Tanager", | |
| "340": "Surf Scoter", | |
| "341": "Surfbird", | |
| "342": "Swainsons Hawk", | |
| "343": "Swainsons Thrush", | |
| "344": "Swallow Tailed Kite", | |
| "345": "Swamp Sparrow", | |
| "346": "Tennessee Warbler", | |
| "347": "Townsends Solitaire", | |
| "348": "Townsends Warbler", | |
| "349": "Tree Swallow", | |
| "350": "Tricolored Heron", | |
| "351": "Trumpeter Swan", | |
| "352": "Tufted Titmouse", | |
| "353": "Tundra Swan", | |
| "354": "Turkey Vulture", | |
| "355": "Varied Thrush", | |
| "356": "Vauxs Swift", | |
| "357": "Veery", | |
| "358": "Verdin", | |
| "359": "Vermilion Flycatcher", | |
| "360": "Vesper Sparrow", | |
| "361": "Violet Green Swallow", | |
| "362": "Warbling Vireo", | |
| "363": "Western Bluebird", | |
| "364": "Western Grebe", | |
| "365": "Western Gull", | |
| "366": "Western Kingbird", | |
| "367": "Western Meadowlark", | |
| "368": "Western Sandpiper", | |
| "369": "Western Screech Owl", | |
| "370": "Western Scrub Jay", | |
| "371": "Western Tanager", | |
| "372": "Western Wood Pewee", | |
| "373": "Whimbrel", | |
| "374": "White Breasted Nuthatch", | |
| "375": "White Crowned Sparrow", | |
| "376": "White Eyed Vireo", | |
| "377": "White Faced Ibis", | |
| "378": "White Ibis", | |
| "379": "White Tailed Kite", | |
| "380": "White Throated Sparrow", | |
| "381": "White Throated Swift", | |
| "382": "White Winged Crossbill", | |
| "383": "White Winged Dove", | |
| "384": "White Winged Scoter", | |
| "385": "Wild Turkey", | |
| "386": "Willet", | |
| "387": "Wilsons Phalarope", | |
| "388": "Wilsons Snipe", | |
| "389": "Wilsons Warbler", | |
| "390": "Winter Wren", | |
| "391": "Wood Duck", | |
| "392": "Wood Stork", | |
| "393": "Wood Thrush", | |
| "394": "Woodpecker", | |
| "395": "Wrentit", | |
| "396": "Yellow Bellied Sapsucker", | |
| "397": "Yellow Billed Cuckoo", | |
| "398": "Yellow Billed Magpie", | |
| "399": "Yellow Breasted Chat", | |
| "400": "Yellow Crowned Night Heron", | |
| "401": "Yellow Headed Blackbird", | |
| "402": "Yellow Rumped Warbler", | |
| "403": "Yellow Throated Vireo", | |
| "404": "Yellow Throated Warbler", | |
| "405": "Yellow Warbler", | |
| "406": "OTHER" | |
| }, | |
| "image_size": 518, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "Aberts Towhee": 0, | |
| "Acorn Woodpecker": 1, | |
| "Allens Hummingbird": 2, | |
| "American Avocet": 3, | |
| "American Black Duck": 4, | |
| "American Coot": 5, | |
| "American Crow": 6, | |
| "American Dipper": 7, | |
| "American Goldfinch": 8, | |
| "American Kestrel": 9, | |
| "American Oystercatcher": 10, | |
| "American Pipit": 11, | |
| "American Redstart": 12, | |
| "American Robin": 13, | |
| "American Tree Sparrow": 14, | |
| "American White Pelican": 15, | |
| "American Wigeon": 16, | |
| "American Woodcock": 17, | |
| "Anhinga": 18, | |
| "Annas Hummingbird": 19, | |
| "Ash Throated Flycatcher": 20, | |
| "Bald Eagle": 21, | |
| "Baltimore Oriole": 22, | |
| "Band Tailed Pigeon": 23, | |
| "Bank Swallow": 24, | |
| "Barn Owl": 25, | |
| "Barn Swallow": 26, | |
| "Barred Owl": 27, | |
| "Barrows Goldeneye": 28, | |
| "Bay Breasted Warbler": 29, | |
| "Bells Vireo": 30, | |
| "Belted Kingfisher": 31, | |
| "Bewicks Wren": 32, | |
| "Black And White Warbler": 33, | |
| "Black Bellied Plover": 34, | |
| "Black Bellied Whistling Duck": 35, | |
| "Black Billed Cuckoo": 36, | |
| "Black Billed Magpie": 37, | |
| "Black Capped Chickadee": 38, | |
| "Black Chinned Hummingbird": 39, | |
| "Black Crested Titmouse": 40, | |
| "Black Crowned Night Heron": 41, | |
| "Black Guillemot": 42, | |
| "Black Headed Grosbeak": 43, | |
| "Black Legged Kittiwake": 44, | |
| "Black Necked Stilt": 45, | |
| "Black Oystercatcher": 46, | |
| "Black Phoebe": 47, | |
| "Black Rosy Finch": 48, | |
| "Black Scoter": 49, | |
| "Black Skimmer": 50, | |
| "Black Tailed Gnatcatcher": 51, | |
| "Black Tern": 52, | |
| "Black Throated Blue Warbler": 53, | |
| "Black Throated Gray Warbler": 54, | |
| "Black Throated Green Warbler": 55, | |
| "Black Turnstone": 56, | |
| "Black Vulture": 57, | |
| "Blackburnian Warbler": 58, | |
| "Blackpoll Warbler": 59, | |
| "Blue Gray Gnatcatcher": 60, | |
| "Blue Grosbeak": 61, | |
| "Blue Headed Vireo": 62, | |
| "Blue Jay": 63, | |
| "Blue Winged Teal": 64, | |
| "Blue Winged Warbler": 65, | |
| "Boat Tailed Grackle": 66, | |
| "Bobolink": 67, | |
| "Bohemian Waxwing": 68, | |
| "Bonapartes Gull": 69, | |
| "Boreal Chickadee": 70, | |
| "Brandts Cormorant": 71, | |
| "Brant": 72, | |
| "Brewers Blackbird": 73, | |
| "Brewers Sparrow": 74, | |
| "Bridled Titmouse": 75, | |
| "Broad Billed Hummingbird": 76, | |
| "Broad Tailed Hummingbird": 77, | |
| "Broad Winged Hawk": 78, | |
| "Bronzed Cowbird": 79, | |
| "Brown Capped Rosy Finch": 80, | |
| "Brown Creeper": 81, | |
| "Brown Headed Cowbird": 82, | |
| "Brown Headed Nuthatch": 83, | |
| "Brown Pelican": 84, | |
| "Brown Thrasher": 85, | |
| "Bufflehead": 86, | |
| "Bullocks Oriole": 87, | |
| "Burrowing Owl": 88, | |
| "Bushtit": 89, | |
| "Cackling Goose": 90, | |
| "Cactus Wren": 91, | |
| "California Gull": 92, | |
| "California Quail": 93, | |
| "California Thrasher": 94, | |
| "California Towhee": 95, | |
| "Calliope Hummingbird": 96, | |
| "Canada Goose": 97, | |
| "Canada Warbler": 98, | |
| "Canvasback": 99, | |
| "Canyon Towhee": 100, | |
| "Canyon Wren": 101, | |
| "Cape May Warbler": 102, | |
| "Carolina Chickadee": 103, | |
| "Carolina Wren": 104, | |
| "Caspian Tern": 105, | |
| "Cassins Finch": 106, | |
| "Cassins Kingbird": 107, | |
| "Cassins Vireo": 108, | |
| "Cattle Egret": 109, | |
| "Cave Swallow": 110, | |
| "Cedar Waxwing": 111, | |
| "Chestnut Backed Chickadee": 112, | |
| "Chestnut Sided Warbler": 113, | |
| "Chihuahuan Raven": 114, | |
| "Chimney Swift": 115, | |
| "Chipping Sparrow": 116, | |
| "Cinnamon Teal": 117, | |
| "Clarks Grebe": 118, | |
| "Clarks Nutcracker": 119, | |
| "Clay Colored Sparrow": 120, | |
| "Cliff Swallow": 121, | |
| "Common Eider": 122, | |
| "Common Gallinule": 123, | |
| "Common Goldeneye": 124, | |
| "Common Grackle": 125, | |
| "Common Ground Dove": 126, | |
| "Common Loon": 127, | |
| "Common Merganser": 128, | |
| "Common Nighthawk": 129, | |
| "Common Raven": 130, | |
| "Common Redpoll": 131, | |
| "Common Tern": 132, | |
| "Common Yellowthroat": 133, | |
| "Coopers Hawk": 134, | |
| "Cordilleran Flycatcher": 135, | |
| "Costas Hummingbird": 136, | |
| "Crested Caracara": 137, | |
| "Curve Billed Thrasher": 138, | |
| "Dark Eyed Junco": 139, | |
| "Dickcissel": 140, | |
| "Double Crested Cormorant": 141, | |
| "Downy Woodpecker": 142, | |
| "Dunlin": 143, | |
| "Eared Grebe": 144, | |
| "Eastern Bluebird": 145, | |
| "Eastern Kingbird": 146, | |
| "Eastern Meadowlark": 147, | |
| "Eastern Phoebe": 148, | |
| "Eastern Screech Owl": 149, | |
| "Eastern Towhee": 150, | |
| "Eastern Wood Pewee": 151, | |
| "Eurasian Collared Dove": 152, | |
| "European Starling": 153, | |
| "Evening Grosbeak": 154, | |
| "Field Sparrow": 155, | |
| "Fish Crow": 156, | |
| "Florida Scrub Jay": 157, | |
| "Forsters Tern": 158, | |
| "Fox Sparrow": 159, | |
| "Gadwall": 160, | |
| "Gambels Quail": 161, | |
| "Gila Woodpecker": 162, | |
| "Glaucous Winged Gull": 163, | |
| "Glossy Ibis": 164, | |
| "Golden Crowned Kinglet": 165, | |
| "Golden Crowned Sparrow": 166, | |
| "Golden Eagle": 167, | |
| "Golden Fronted Woodpecker": 168, | |
| "Gray Catbird": 169, | |
| "Gray Crowned Rosy Finch": 170, | |
| "Gray Jay": 171, | |
| "Great Black Backed Gull": 172, | |
| "Great Blue Heron": 173, | |
| "Great Cormorant": 174, | |
| "Great Crested Flycatcher": 175, | |
| "Great Egret": 176, | |
| "Great Horned Owl": 177, | |
| "Great Tailed Grackle": 178, | |
| "Greater Roadrunner": 179, | |
| "Greater Scaup": 180, | |
| "Greater White Fronted Goose": 181, | |
| "Greater Yellowlegs": 182, | |
| "Green Heron": 183, | |
| "Green Tailed Towhee": 184, | |
| "Green Winged Teal": 185, | |
| "Hairy Woodpecker": 186, | |
| "Harlequin Duck": 187, | |
| "Harriss Hawk": 188, | |
| "Harriss Sparrow": 189, | |
| "Heermanns Gull": 190, | |
| "Hermit Thrush": 191, | |
| "Hermit Warbler": 192, | |
| "Herring Gull": 193, | |
| "Hoary Redpoll": 194, | |
| "Hooded Merganser": 195, | |
| "Hooded Oriole": 196, | |
| "Hooded Warbler": 197, | |
| "Horned Grebe": 198, | |
| "Horned Lark": 199, | |
| "House Finch": 200, | |
| "House Sparrow": 201, | |
| "House Wren": 202, | |
| "Huttons Vireo": 203, | |
| "Inca Dove": 204, | |
| "Indigo Bunting": 205, | |
| "Juniper Titmouse": 206, | |
| "Killdeer": 207, | |
| "Ladder Backed Woodpecker": 208, | |
| "Lark Bunting": 209, | |
| "Lark Sparrow": 210, | |
| "Laughing Gull": 211, | |
| "Lazuli Bunting": 212, | |
| "Least Flycatcher": 213, | |
| "Least Sandpiper": 214, | |
| "Lesser Goldfinch": 215, | |
| "Lesser Scaup": 216, | |
| "Lesser Yellowlegs": 217, | |
| "Lincolns Sparrow": 218, | |
| "Little Blue Heron": 219, | |
| "Loggerhead Shrike": 220, | |
| "Long Billed Curlew": 221, | |
| "Long Tailed Duck": 222, | |
| "Louisiana Waterthrush": 223, | |
| "Macgillivrays Warbler": 224, | |
| "Magnolia Warbler": 225, | |
| "Mallard": 226, | |
| "Marbled Godwit": 227, | |
| "Marsh Wren": 228, | |
| "Merlin": 229, | |
| "Mew Gull": 230, | |
| "Mexican Jay": 231, | |
| "Mississippi Kite": 232, | |
| "Monk Parakeet": 233, | |
| "Mottled Duck": 234, | |
| "Mountain Bluebird": 235, | |
| "Mountain Chickadee": 236, | |
| "Mourning Dove": 237, | |
| "Mourning Warbler": 238, | |
| "Mute Swan": 239, | |
| "Nashville Warbler": 240, | |
| "Neotropic Cormorant": 241, | |
| "Northern Bobwhite": 242, | |
| "Northern Cardinal": 243, | |
| "Northern Flicker": 244, | |
| "Northern Gannet": 245, | |
| "Northern Harrier": 246, | |
| "Northern Mockingbird": 247, | |
| "Northern Parula": 248, | |
| "Northern Pintail": 249, | |
| "Northern Pygmy Owl": 250, | |
| "Northern Rough Winged Swallow": 251, | |
| "Northern Saw Whet Owl": 252, | |
| "Northern Shoveler": 253, | |
| "Northern Shrike": 254, | |
| "Northern Waterthrush": 255, | |
| "Northwestern Crow": 256, | |
| "Nuttalls Woodpecker": 257, | |
| "OTHER": 406, | |
| "Oak Titmouse": 258, | |
| "Orange Crowned Warbler": 259, | |
| "Orchard Oriole": 260, | |
| "Osprey": 261, | |
| "Ovenbird": 262, | |
| "Pacific Loon": 263, | |
| "Pacific Slope Flycatcher": 264, | |
| "Pacific Wren": 265, | |
| "Painted Bunting": 266, | |
| "Palm Warbler": 267, | |
| "Pelagic Cormorant": 268, | |
| "Peregrine Falcon": 269, | |
| "Phainopepla": 270, | |
| "Pied Billed Grebe": 271, | |
| "Pigeon Guillemot": 272, | |
| "Pileated Woodpecker": 273, | |
| "Pine Grosbeak": 274, | |
| "Pine Siskin": 275, | |
| "Pine Warbler": 276, | |
| "Plumbeous Vireo": 277, | |
| "Prairie Falcon": 278, | |
| "Prairie Warbler": 279, | |
| "Prothonotary Warbler": 280, | |
| "Purple Finch": 281, | |
| "Purple Gallinule": 282, | |
| "Purple Martin": 283, | |
| "Pygmy Nuthatch": 284, | |
| "Pyrrhuloxia": 285, | |
| "Red Bellied Woodpecker": 286, | |
| "Red Breasted Merganser": 287, | |
| "Red Breasted Nuthatch": 288, | |
| "Red Breasted Sapsucker": 289, | |
| "Red Crossbill": 290, | |
| "Red Eyed Vireo": 291, | |
| "Red Headed Woodpecker": 292, | |
| "Red Naped Sapsucker": 293, | |
| "Red Necked Grebe": 294, | |
| "Red Shouldered Hawk": 295, | |
| "Red Tailed Hawk": 296, | |
| "Red Throated Loon": 297, | |
| "Red Winged Blackbird": 298, | |
| "Reddish Egret": 299, | |
| "Redhead": 300, | |
| "Ring Billed Gull": 301, | |
| "Ring Necked Duck": 302, | |
| "Ring Necked Pheasant": 303, | |
| "Rock Pigeon": 304, | |
| "Rose Breasted Grosbeak": 305, | |
| "Roseate Spoonbill": 306, | |
| "Rosss Goose": 307, | |
| "Rough Legged Hawk": 308, | |
| "Royal Tern": 309, | |
| "Ruby Crowned Kinglet": 310, | |
| "Ruby Throated Hummingbird": 311, | |
| "Ruddy Duck": 312, | |
| "Ruddy Turnstone": 313, | |
| "Ruffed Grouse": 314, | |
| "Rufous Crowned Sparrow": 315, | |
| "Rufous Hummingbird": 316, | |
| "Rusty Blackbird": 317, | |
| "Sanderling": 318, | |
| "Sandhill Crane": 319, | |
| "Savannah Sparrow": 320, | |
| "Says Phoebe": 321, | |
| "Scaled Quail": 322, | |
| "Scarlet Tanager": 323, | |
| "Scissor Tailed Flycatcher": 324, | |
| "Semipalmated Plover": 325, | |
| "Semipalmated Sandpiper": 326, | |
| "Sharp Shinned Hawk": 327, | |
| "Short Billed Dowitcher": 328, | |
| "Snow Bunting": 329, | |
| "Snow Goose": 330, | |
| "Snowy Egret": 331, | |
| "Snowy Owl": 332, | |
| "Solitary Sandpiper": 333, | |
| "Song Sparrow": 334, | |
| "Sparrow": 335, | |
| "Spotted Sandpiper": 336, | |
| "Spotted Towhee": 337, | |
| "Stellers Jay": 338, | |
| "Summer Tanager": 339, | |
| "Surf Scoter": 340, | |
| "Surfbird": 341, | |
| "Swainsons Hawk": 342, | |
| "Swainsons Thrush": 343, | |
| "Swallow Tailed Kite": 344, | |
| "Swamp Sparrow": 345, | |
| "Tennessee Warbler": 346, | |
| "Townsends Solitaire": 347, | |
| "Townsends Warbler": 348, | |
| "Tree Swallow": 349, | |
| "Tricolored Heron": 350, | |
| "Trumpeter Swan": 351, | |
| "Tufted Titmouse": 352, | |
| "Tundra Swan": 353, | |
| "Turkey Vulture": 354, | |
| "Varied Thrush": 355, | |
| "Vauxs Swift": 356, | |
| "Veery": 357, | |
| "Verdin": 358, | |
| "Vermilion Flycatcher": 359, | |
| "Vesper Sparrow": 360, | |
| "Violet Green Swallow": 361, | |
| "Warbling Vireo": 362, | |
| "Western Bluebird": 363, | |
| "Western Grebe": 364, | |
| "Western Gull": 365, | |
| "Western Kingbird": 366, | |
| "Western Meadowlark": 367, | |
| "Western Sandpiper": 368, | |
| "Western Screech Owl": 369, | |
| "Western Scrub Jay": 370, | |
| "Western Tanager": 371, | |
| "Western Wood Pewee": 372, | |
| "Whimbrel": 373, | |
| "White Breasted Nuthatch": 374, | |
| "White Crowned Sparrow": 375, | |
| "White Eyed Vireo": 376, | |
| "White Faced Ibis": 377, | |
| "White Ibis": 378, | |
| "White Tailed Kite": 379, | |
| "White Throated Sparrow": 380, | |
| "White Throated Swift": 381, | |
| "White Winged Crossbill": 382, | |
| "White Winged Dove": 383, | |
| "White Winged Scoter": 384, | |
| "Wild Turkey": 385, | |
| "Willet": 386, | |
| "Wilsons Phalarope": 387, | |
| "Wilsons Snipe": 388, | |
| "Wilsons Warbler": 389, | |
| "Winter Wren": 390, | |
| "Wood Duck": 391, | |
| "Wood Stork": 392, | |
| "Wood Thrush": 393, | |
| "Woodpecker": 394, | |
| "Wrentit": 395, | |
| "Yellow Bellied Sapsucker": 396, | |
| "Yellow Billed Cuckoo": 397, | |
| "Yellow Billed Magpie": 398, | |
| "Yellow Breasted Chat": 399, | |
| "Yellow Crowned Night Heron": 400, | |
| "Yellow Headed Blackbird": 401, | |
| "Yellow Rumped Warbler": 402, | |
| "Yellow Throated Vireo": 403, | |
| "Yellow Throated Warbler": 404, | |
| "Yellow Warbler": 405 | |
| }, | |
| "layer_norm_eps": 1e-06, | |
| "layerscale_value": 1.0, | |
| "mlp_ratio": 4, | |
| "model_type": "dinov2", | |
| "num_attention_heads": 12, | |
| "num_channels": 3, | |
| "num_hidden_layers": 12, | |
| "out_features": [ | |
| "stage12" | |
| ], | |
| "out_indices": [ | |
| 12 | |
| ], | |
| "patch_size": 14, | |
| "qkv_bias": true, | |
| "reshape_hidden_states": true, | |
| "stage_names": [ | |
| "stem", | |
| "stage1", | |
| "stage2", | |
| "stage3", | |
| "stage4", | |
| "stage5", | |
| "stage6", | |
| "stage7", | |
| "stage8", | |
| "stage9", | |
| "stage10", | |
| "stage11", | |
| "stage12" | |
| ], | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.49.0", | |
| "use_mask_token": true, | |
| "use_swiglu_ffn": false | |
| } | |