{ "_name_or_path": "microsoft/swin-tiny-patch4-window7-224", "architectures": [ "SwinForImageClassification" ], "attention_probs_dropout_prob": 0.0, "depths": [ 2, 2, 6, 2 ], "drop_path_rate": 0.1, "embed_dim": 96, "encoder_stride": 32, "hidden_act": "gelu", "hidden_dropout_prob": 0.0, "hidden_size": 768, "id2label": { "0": "Abert's Towhee", "1": "Acorn Woodpecker", "2": "Allen's 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": "Anna's 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": "Barrow's Goldeneye", "29": "Bay-breasted Warbler", "30": "Bell's Vireo", "31": "Belted Kingfisher", "32": "Bewick's Wren", "33": "Black Guillemot", "34": "Black Oystercatcher", "35": "Black Phoebe", "36": "Black Rosy-Finch", "37": "Black Scoter", "38": "Black Skimmer", "39": "Black Tern", "40": "Black Turnstone", "41": "Black Vulture", "42": "Black-and-white Warbler", "43": "Black-bellied Plover", "44": "Black-bellied Whistling-Duck", "45": "Black-billed Cuckoo", "46": "Black-billed Magpie", "47": "Black-capped Chickadee", "48": "Black-chinned Hummingbird", "49": "Black-crested Titmouse", "50": "Black-crowned Night-Heron", "51": "Black-headed Grosbeak", "52": "Black-legged Kittiwake", "53": "Black-necked Stilt", "54": "Black-tailed Gnatcatcher", "55": "Black-throated Blue Warbler", "56": "Black-throated Gray Warbler", "57": "Black-throated Green Warbler", "58": "Blackburnian Warbler", "59": "Blackpoll Warbler", "60": "Blue Grosbeak", "61": "Blue Jay", "62": "Blue-gray Gnatcatcher", "63": "Blue-headed Vireo", "64": "Blue-winged Teal", "65": "Blue-winged Warbler", "66": "Boat-tailed Grackle", "67": "Bobolink", "68": "Bohemian Waxwing", "69": "Bonaparte's Gull", "70": "Boreal Chickadee", "71": "Brandt's Cormorant", "72": "Brant", "73": "Brewer's Blackbird", "74": "Brewer's Sparrow", "75": "Bridled Titmouse", "76": "Broad-billed Hummingbird", "77": "Broad-tailed Hummingbird", "78": "Broad-winged Hawk", "79": "Bronzed Cowbird", "80": "Brown Creeper", "81": "Brown Pelican", "82": "Brown Thrasher", "83": "Brown-capped Rosy-Finch", "84": "Brown-headed Cowbird", "85": "Brown-headed Nuthatch", "86": "Bufflehead", "87": "Bullock's 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": "Cassin's Finch", "107": "Cassin's Kingbird", "108": "Cassin's 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": "Clark's Grebe", "119": "Clark's 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": "Cooper's Hawk", "135": "Cordilleran Flycatcher", "136": "Costa's 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": "Eurasian Eagle-Owl", "154": "European Starling", "155": "Evening Grosbeak", "156": "Field Sparrow", "157": "Fish Crow", "158": "Florida Scrub-Jay", "159": "Forster's Tern", "160": "Fox Sparrow", "161": "Gadwall", "162": "Gambel's Quail", "163": "Gila Woodpecker", "164": "Glaucous-winged Gull", "165": "Glossy Ibis", "166": "Golden Eagle", "167": "Golden-crowned Kinglet", "168": "Golden-crowned Sparrow", "169": "Golden-fronted Woodpecker", "170": "Gray Catbird", "171": "Gray Jay", "172": "Gray-crowned Rosy-Finch", "173": "Great Black-backed Gull", "174": "Great Blue Heron", "175": "Great Cormorant", "176": "Great Crested Flycatcher", "177": "Great Egret", "178": "Great Horned Owl", "179": "Great-tailed Grackle", "180": "Greater Roadrunner", "181": "Greater Scaup", "182": "Greater White-fronted Goose", "183": "Greater Yellowlegs", "184": "Green Heron", "185": "Green-tailed Towhee", "186": "Green-winged Teal", "187": "Hairy Woodpecker", "188": "Harlequin Duck", "189": "Harris's Hawk", "190": "Harris's Sparrow", "191": "Heermann's Gull", "192": "Hermit Thrush", "193": "Hermit Warbler", "194": "Herring Gull", "195": "Hoary Redpoll", "196": "Hooded Merganser", "197": "Hooded Oriole", "198": "Hooded Warbler", "199": "Horned Grebe", "200": "Horned Lark", "201": "House Finch", "202": "House Sparrow", "203": "House Wren", "204": "Hutton's Vireo", "205": "Inca Dove", "206": "Indigo Bunting", "207": "Juniper Titmouse", "208": "Killdeer", "209": "Ladder-backed Woodpecker", "210": "Lark Bunting", "211": "Lark Sparrow", "212": "Laughing Gull", "213": "Lazuli Bunting", "214": "Least Flycatcher", "215": "Least Sandpiper", "216": "Lesser Goldfinch", "217": "Lesser Scaup", "218": "Lesser Yellowlegs", "219": "Lincoln's Sparrow", "220": "Little Blue Heron", "221": "Loggerhead Shrike", "222": "Long-billed Curlew", "223": "Long-tailed Duck", "224": "Louisiana Waterthrush", "225": "MacGillivray's Warbler", "226": "Magnolia Warbler", "227": "Mallard", "228": "Marbled Godwit", "229": "Marsh Wren", "230": "Merlin", "231": "Mew Gull", "232": "Mexican Jay", "233": "Mississippi Kite", "234": "Monk Parakeet", "235": "Mottled Duck", "236": "Mountain Bluebird", "237": "Mountain Chickadee", "238": "Mourning Dove", "239": "Mourning Warbler", "240": "Mute Swan", "241": "Nashville Warbler", "242": "Neotropic Cormorant", "243": "Northern Bobwhite", "244": "Northern Cardinal", "245": "Northern Flicker", "246": "Northern Gannet", "247": "Northern Harrier", "248": "Northern Mockingbird", "249": "Northern Parula", "250": "Northern Pintail", "251": "Northern Pygmy-Owl", "252": "Northern Rough-winged Swallow", "253": "Northern Saw-whet Owl", "254": "Northern Shoveler", "255": "Northern Shrike", "256": "Northern Waterthrush", "257": "Northwestern Crow", "258": "Nuttall's Woodpecker", "259": "Oak Titmouse", "260": "Orange-crowned Warbler", "261": "Orchard Oriole", "262": "Osprey", "263": "Ovenbird", "264": "Pacific Loon", "265": "Pacific Wren", "266": "Pacific-slope Flycatcher", "267": "Painted Bunting", "268": "Palm Warbler", "269": "Pelagic Cormorant", "270": "Peregrine Falcon", "271": "Phainopepla", "272": "Pied-billed Grebe", "273": "Pigeon Guillemot", "274": "Pileated Woodpecker", "275": "Pine Grosbeak", "276": "Pine Siskin", "277": "Pine Warbler", "278": "Plumbeous Vireo", "279": "Prairie Falcon", "280": "Prairie Warbler", "281": "Prothonotary Warbler", "282": "Purple Finch", "283": "Purple Gallinule", "284": "Purple Martin", "285": "Pygmy Nuthatch", "286": "Pyrrhuloxia", "287": "Red Crossbill", "288": "Red-bellied Woodpecker", "289": "Red-breasted Merganser", "290": "Red-breasted Nuthatch", "291": "Red-breasted Sapsucker", "292": "Red-eyed Vireo", "293": "Red-headed Woodpecker", "294": "Red-naped Sapsucker", "295": "Red-necked Grebe", "296": "Red-shouldered Hawk", "297": "Red-tailed Hawk", "298": "Red-throated Loon", "299": "Red-winged Blackbird", "300": "Reddish Egret", "301": "Redhead", "302": "Ring-billed Gull", "303": "Ring-necked Duck", "304": "Ring-necked Pheasant", "305": "Rock Pigeon", "306": "Rose-breasted Grosbeak", "307": "Roseate Spoonbill", "308": "Ross's Goose", "309": "Rough-legged Hawk", "310": "Royal Tern", "311": "Ruby-crowned Kinglet", "312": "Ruby-throated Hummingbird", "313": "Ruddy Duck", "314": "Ruddy Turnstone", "315": "Ruffed Grouse", "316": "Rufous Hummingbird", "317": "Rufous-crowned Sparrow", "318": "Rusty Blackbird", "319": "Sanderling", "320": "Sandhill Crane", "321": "Savannah Sparrow", "322": "Say's Phoebe", "323": "Scaled Quail", "324": "Scarlet Tanager", "325": "Scissor-tailed Flycatcher", "326": "Semipalmated Plover", "327": "Semipalmated Sandpiper", "328": "Sharp-shinned Hawk", "329": "Short-billed Dowitcher", "330": "Snow Bunting", "331": "Snow Goose", "332": "Snowy Egret", "333": "Snowy Owl", "334": "Solitary Sandpiper", "335": "Song Sparrow", "336": "Spotted Sandpiper", "337": "Spotted Towhee", "338": "Steller's Jay", "339": "Summer Tanager", "340": "Surf Scoter", "341": "Surfbird", "342": "Swainson's Hawk", "343": "Swainson's Thrush", "344": "Swallow-tailed Kite", "345": "Swamp Sparrow", "346": "Tennessee Warbler", "347": "Townsend's Solitaire", "348": "Townsend's Warbler", "349": "Tree Swallow", "350": "Tricolored Heron", "351": "Trumpeter Swan", "352": "Tufted Titmouse", "353": "Tundra Swan", "354": "Turkey Vulture", "355": "Varied Thrush", "356": "Vaux's 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 Ibis", "375": "White-breasted Nuthatch", "376": "White-crowned Sparrow", "377": "White-eyed Vireo", "378": "White-faced 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": "Wilson's Phalarope", "388": "Wilson's Snipe", "389": "Wilson's Warbler", "390": "Winter Wren", "391": "Wood Duck", "392": "Wood Stork", "393": "Wood Thrush", "394": "Wrentit", "395": "Yellow Warbler", "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" }, "image_size": 224, "initializer_range": 0.02, "label2id": { "Abert's Towhee": 0, "Acorn Woodpecker": 1, "Allen's 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, "Anna's 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, "Barrow's Goldeneye": 28, "Bay-breasted Warbler": 29, "Bell's Vireo": 30, "Belted Kingfisher": 31, "Bewick's Wren": 32, "Black Guillemot": 33, "Black Oystercatcher": 34, "Black Phoebe": 35, "Black Rosy-Finch": 36, "Black Scoter": 37, "Black Skimmer": 38, "Black Tern": 39, "Black Turnstone": 40, "Black Vulture": 41, "Black-and-white Warbler": 42, "Black-bellied Plover": 43, "Black-bellied Whistling-Duck": 44, "Black-billed Cuckoo": 45, "Black-billed Magpie": 46, "Black-capped Chickadee": 47, "Black-chinned Hummingbird": 48, "Black-crested Titmouse": 49, "Black-crowned Night-Heron": 50, "Black-headed Grosbeak": 51, "Black-legged Kittiwake": 52, "Black-necked Stilt": 53, "Black-tailed Gnatcatcher": 54, "Black-throated Blue Warbler": 55, "Black-throated Gray Warbler": 56, "Black-throated Green Warbler": 57, "Blackburnian Warbler": 58, "Blackpoll Warbler": 59, "Blue Grosbeak": 60, "Blue Jay": 61, "Blue-gray Gnatcatcher": 62, "Blue-headed Vireo": 63, "Blue-winged Teal": 64, "Blue-winged Warbler": 65, "Boat-tailed Grackle": 66, "Bobolink": 67, "Bohemian Waxwing": 68, "Bonaparte's Gull": 69, "Boreal Chickadee": 70, "Brandt's Cormorant": 71, "Brant": 72, "Brewer's 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400, "Yellow-headed Blackbird": 401, "Yellow-rumped Warbler": 402, "Yellow-throated Vireo": 403, "Yellow-throated Warbler": 404 }, "layer_norm_eps": 1e-05, "mlp_ratio": 4.0, "model_type": "swin", "num_channels": 3, "num_heads": [ 3, 6, 12, 24 ], "num_layers": 4, "out_features": null, "patch_size": 4, "path_norm": true, "problem_type": "single_label_classification", "qkv_bias": true, "stage_names": [ "stem", "stage1", "stage2", "stage3", "stage4" ], "torch_dtype": "float32", "transformers_version": "4.26.1", "use_absolute_embeddings": false, "window_size": 7 }