{ "_name_or_path": "google/efficientnet-b2", "_num_labels": 200, "architectures": [ "EfficientNetForImageClassification" ], "batch_norm_eps": 0.001, "batch_norm_momentum": 0.99, "depth_coefficient": 1.2, "depth_divisor": 8, "depthwise_padding": [ 5, 8, 16 ], "drop_connect_rate": 0.2, "dropout_rate": 0.3, "expand_ratios": [ 1, 6, 6, 6, 6, 6, 6 ], "hidden_act": "swish", "hidden_dim": 1408, "id2label": { "0": "Black_footed_Albatross", "1": "Laysan_Albatross", "2": "Sooty_Albatross", "3": "Groove_billed_Ani", "4": "Crested_Auklet", "5": "Least_Auklet", "6": "Parakeet_Auklet", "7": "Rhinoceros_Auklet", "8": "Brewer_Blackbird", "9": "Red_winged_Blackbird", "10": "Rusty_Blackbird", "11": "Yellow_headed_Blackbird", "12": "Bobolink", "13": "Indigo_Bunting", "14": "Lazuli_Bunting", "15": "Painted_Bunting", "16": "Cardinal", "17": "Spotted_Catbird", "18": "Gray_Catbird", "19": "Yellow_breasted_Chat", "20": "Eastern_Towhee", "21": "Chuck_will_Widow", "22": "Brandt_Cormorant", "23": "Red_faced_Cormorant", "24": "Pelagic_Cormorant", "25": "Bronzed_Cowbird", "26": "Shiny_Cowbird", "27": "Brown_Creeper", "28": "American_Crow", "29": "Fish_Crow", "30": "Black_billed_Cuckoo", "31": "Mangrove_Cuckoo", "32": "Yellow_billed_Cuckoo", "33": "Gray_crowned_Rosy_Finch", "34": "Purple_Finch", "35": "Northern_Flicker", "36": "Acadian_Flycatcher", "37": "Great_Crested_Flycatcher", "38": "Least_Flycatcher", "39": "Olive_sided_Flycatcher", "40": "Scissor_tailed_Flycatcher", "41": "Vermilion_Flycatcher", "42": "Yellow_bellied_Flycatcher", "43": "Frigatebird", "44": "Northern_Fulmar", "45": "Gadwall", "46": "American_Goldfinch", "47": "European_Goldfinch", "48": "Boat_tailed_Grackle", "49": "Eared_Grebe", "50": "Horned_Grebe", "51": "Pied_billed_Grebe", "52": "Western_Grebe", "53": "Blue_Grosbeak", "54": "Evening_Grosbeak", "55": "Pine_Grosbeak", "56": "Rose_breasted_Grosbeak", "57": "Pigeon_Guillemot", "58": "California_Gull", "59": "Glaucous_winged_Gull", "60": "Heermann_Gull", "61": "Herring_Gull", "62": "Ivory_Gull", "63": "Ring_billed_Gull", "64": "Slaty_backed_Gull", "65": "Western_Gull", "66": "Anna_Hummingbird", "67": "Ruby_throated_Hummingbird", "68": "Rufous_Hummingbird", "69": "Green_Violetear", "70": "Long_tailed_Jaeger", "71": "Pomarine_Jaeger", "72": "Blue_Jay", "73": "Florida_Jay", "74": "Green_Jay", "75": "Dark_eyed_Junco", "76": "Tropical_Kingbird", "77": "Gray_Kingbird", "78": "Belted_Kingfisher", "79": "Green_Kingfisher", "80": "Pied_Kingfisher", "81": "Ringed_Kingfisher", "82": "White_breasted_Kingfisher", "83": "Red_legged_Kittiwake", "84": "Horned_Lark", "85": "Pacific_Loon", "86": "Mallard", "87": "Western_Meadowlark", "88": "Hooded_Merganser", "89": "Red_breasted_Merganser", "90": "Mockingbird", "91": "Nighthawk", "92": "Clark_Nutcracker", "93": "White_breasted_Nuthatch", "94": "Baltimore_Oriole", "95": "Hooded_Oriole", "96": "Orchard_Oriole", "97": "Scott_Oriole", "98": "Ovenbird", "99": "Brown_Pelican", "100": "White_Pelican", "101": "Western_Wood_Pewee", "102": "Sayornis", "103": "American_Pipit", "104": "Whip_poor_Will", "105": "Horned_Puffin", "106": "Common_Raven", "107": "White_necked_Raven", "108": "American_Redstart", "109": "Geococcyx", "110": "Loggerhead_Shrike", "111": "Great_Grey_Shrike", "112": "Baird_Sparrow", "113": "Black_throated_Sparrow", "114": "Brewer_Sparrow", "115": "Chipping_Sparrow", "116": "Clay_colored_Sparrow", "117": "House_Sparrow", "118": "Field_Sparrow", "119": "Fox_Sparrow", "120": "Grasshopper_Sparrow", "121": "Harris_Sparrow", "122": "Henslow_Sparrow", "123": "Le_Conte_Sparrow", "124": "Lincoln_Sparrow", "125": "Nelson_Sharp_tailed_Sparrow", "126": "Savannah_Sparrow", "127": "Seaside_Sparrow", "128": "Song_Sparrow", "129": "Tree_Sparrow", "130": "Vesper_Sparrow", "131": "White_crowned_Sparrow", "132": "White_throated_Sparrow", "133": "Cape_Glossy_Starling", "134": "Bank_Swallow", "135": "Barn_Swallow", "136": "Cliff_Swallow", "137": "Tree_Swallow", "138": "Scarlet_Tanager", "139": "Summer_Tanager", "140": "Artic_Tern", "141": "Black_Tern", "142": "Caspian_Tern", "143": "Common_Tern", "144": "Elegant_Tern", "145": "Forsters_Tern", "146": "Least_Tern", "147": "Green_tailed_Towhee", "148": "Brown_Thrasher", "149": "Sage_Thrasher", "150": "Black_capped_Vireo", "151": "Blue_headed_Vireo", "152": "Philadelphia_Vireo", "153": "Red_eyed_Vireo", "154": "Warbling_Vireo", "155": "White_eyed_Vireo", "156": "Yellow_throated_Vireo", "157": "Bay_breasted_Warbler", "158": "Black_and_white_Warbler", "159": "Black_throated_Blue_Warbler", "160": "Blue_winged_Warbler", "161": "Canada_Warbler", "162": "Cape_May_Warbler", "163": "Cerulean_Warbler", "164": "Chestnut_sided_Warbler", "165": "Golden_winged_Warbler", "166": "Hooded_Warbler", "167": "Kentucky_Warbler", "168": "Magnolia_Warbler", "169": "Mourning_Warbler", "170": "Myrtle_Warbler", "171": "Nashville_Warbler", "172": "Orange_crowned_Warbler", "173": "Palm_Warbler", "174": "Pine_Warbler", "175": "Prairie_Warbler", "176": "Prothonotary_Warbler", "177": "Swainson_Warbler", "178": "Tennessee_Warbler", "179": "Wilson_Warbler", "180": "Worm_eating_Warbler", "181": "Yellow_Warbler", "182": "Northern_Waterthrush", "183": "Louisiana_Waterthrush", "184": "Bohemian_Waxwing", "185": "Cedar_Waxwing", "186": "American_Three_toed_Woodpecker", "187": "Pileated_Woodpecker", "188": "Red_bellied_Woodpecker", "189": "Red_cockaded_Woodpecker", "190": "Red_headed_Woodpecker", "191": "Downy_Woodpecker", "192": "Bewick_Wren", "193": "Cactus_Wren", "194": "Carolina_Wren", "195": "House_Wren", "196": "Marsh_Wren", "197": "Rock_Wren", "198": "Winter_Wren", "199": "Common_Yellowthroat" }, "image_size": 260, "in_channels": [ 32, 16, 24, 40, 80, 112, 192 ], "initializer_range": 0.02, "kernel_sizes": [ 3, 3, 5, 3, 5, 5, 3 ], "label2id": { "Acadian_Flycatcher": 36, "American_Crow": 28, "American_Goldfinch": 46, "American_Pipit": 103, "American_Redstart": 108, "American_Three_toed_Woodpecker": 186, "Anna_Hummingbird": 66, "Artic_Tern": 140, "Baird_Sparrow": 112, "Baltimore_Oriole": 94, "Bank_Swallow": 134, "Barn_Swallow": 135, "Bay_breasted_Warbler": 157, "Belted_Kingfisher": 78, "Bewick_Wren": 192, "Black_Tern": 141, "Black_and_white_Warbler": 158, "Black_billed_Cuckoo": 30, "Black_capped_Vireo": 150, "Black_footed_Albatross": 0, "Black_throated_Blue_Warbler": 159, "Black_throated_Sparrow": 113, "Blue_Grosbeak": 53, "Blue_Jay": 72, "Blue_headed_Vireo": 151, "Blue_winged_Warbler": 160, "Boat_tailed_Grackle": 48, "Bobolink": 12, "Bohemian_Waxwing": 184, "Brandt_Cormorant": 22, "Brewer_Blackbird": 8, "Brewer_Sparrow": 114, "Bronzed_Cowbird": 25, "Brown_Creeper": 27, "Brown_Pelican": 99, "Brown_Thrasher": 148, "Cactus_Wren": 193, "California_Gull": 58, "Canada_Warbler": 161, "Cape_Glossy_Starling": 133, "Cape_May_Warbler": 162, "Cardinal": 16, "Carolina_Wren": 194, "Caspian_Tern": 142, "Cedar_Waxwing": 185, "Cerulean_Warbler": 163, "Chestnut_sided_Warbler": 164, "Chipping_Sparrow": 115, "Chuck_will_Widow": 21, "Clark_Nutcracker": 92, "Clay_colored_Sparrow": 116, "Cliff_Swallow": 136, "Common_Raven": 106, "Common_Tern": 143, "Common_Yellowthroat": 199, "Crested_Auklet": 4, "Dark_eyed_Junco": 75, "Downy_Woodpecker": 191, "Eared_Grebe": 49, "Eastern_Towhee": 20, "Elegant_Tern": 144, "European_Goldfinch": 47, "Evening_Grosbeak": 54, "Field_Sparrow": 118, "Fish_Crow": 29, "Florida_Jay": 73, "Forsters_Tern": 145, "Fox_Sparrow": 119, "Frigatebird": 43, "Gadwall": 45, "Geococcyx": 109, "Glaucous_winged_Gull": 59, "Golden_winged_Warbler": 165, "Grasshopper_Sparrow": 120, "Gray_Catbird": 18, "Gray_Kingbird": 77, "Gray_crowned_Rosy_Finch": 33, "Great_Crested_Flycatcher": 37, "Great_Grey_Shrike": 111, "Green_Jay": 74, "Green_Kingfisher": 79, "Green_Violetear": 69, "Green_tailed_Towhee": 147, "Groove_billed_Ani": 3, "Harris_Sparrow": 121, "Heermann_Gull": 60, "Henslow_Sparrow": 122, "Herring_Gull": 61, "Hooded_Merganser": 88, "Hooded_Oriole": 95, "Hooded_Warbler": 166, "Horned_Grebe": 50, "Horned_Lark": 84, "Horned_Puffin": 105, "House_Sparrow": 117, "House_Wren": 195, "Indigo_Bunting": 13, "Ivory_Gull": 62, "Kentucky_Warbler": 167, "Laysan_Albatross": 1, "Lazuli_Bunting": 14, "Le_Conte_Sparrow": 123, "Least_Auklet": 5, "Least_Flycatcher": 38, "Least_Tern": 146, "Lincoln_Sparrow": 124, "Loggerhead_Shrike": 110, "Long_tailed_Jaeger": 70, "Louisiana_Waterthrush": 183, "Magnolia_Warbler": 168, "Mallard": 86, "Mangrove_Cuckoo": 31, "Marsh_Wren": 196, "Mockingbird": 90, "Mourning_Warbler": 169, "Myrtle_Warbler": 170, "Nashville_Warbler": 171, "Nelson_Sharp_tailed_Sparrow": 125, "Nighthawk": 91, "Northern_Flicker": 35, "Northern_Fulmar": 44, "Northern_Waterthrush": 182, "Olive_sided_Flycatcher": 39, "Orange_crowned_Warbler": 172, "Orchard_Oriole": 96, "Ovenbird": 98, "Pacific_Loon": 85, "Painted_Bunting": 15, "Palm_Warbler": 173, "Parakeet_Auklet": 6, "Pelagic_Cormorant": 24, "Philadelphia_Vireo": 152, "Pied_Kingfisher": 80, "Pied_billed_Grebe": 51, "Pigeon_Guillemot": 57, "Pileated_Woodpecker": 187, "Pine_Grosbeak": 55, "Pine_Warbler": 174, "Pomarine_Jaeger": 71, "Prairie_Warbler": 175, "Prothonotary_Warbler": 176, "Purple_Finch": 34, "Red_bellied_Woodpecker": 188, "Red_breasted_Merganser": 89, "Red_cockaded_Woodpecker": 189, "Red_eyed_Vireo": 153, "Red_faced_Cormorant": 23, "Red_headed_Woodpecker": 190, "Red_legged_Kittiwake": 83, "Red_winged_Blackbird": 9, "Rhinoceros_Auklet": 7, "Ring_billed_Gull": 63, "Ringed_Kingfisher": 81, "Rock_Wren": 197, "Rose_breasted_Grosbeak": 56, "Ruby_throated_Hummingbird": 67, "Rufous_Hummingbird": 68, "Rusty_Blackbird": 10, "Sage_Thrasher": 149, "Savannah_Sparrow": 126, "Sayornis": 102, "Scarlet_Tanager": 138, "Scissor_tailed_Flycatcher": 40, "Scott_Oriole": 97, "Seaside_Sparrow": 127, "Shiny_Cowbird": 26, "Slaty_backed_Gull": 64, "Song_Sparrow": 128, "Sooty_Albatross": 2, "Spotted_Catbird": 17, "Summer_Tanager": 139, "Swainson_Warbler": 177, "Tennessee_Warbler": 178, "Tree_Sparrow": 129, "Tree_Swallow": 137, "Tropical_Kingbird": 76, "Vermilion_Flycatcher": 41, "Vesper_Sparrow": 130, "Warbling_Vireo": 154, "Western_Grebe": 52, "Western_Gull": 65, "Western_Meadowlark": 87, "Western_Wood_Pewee": 101, "Whip_poor_Will": 104, "White_Pelican": 100, "White_breasted_Kingfisher": 82, "White_breasted_Nuthatch": 93, "White_crowned_Sparrow": 131, "White_eyed_Vireo": 155, "White_necked_Raven": 107, "White_throated_Sparrow": 132, "Wilson_Warbler": 179, "Winter_Wren": 198, "Worm_eating_Warbler": 180, "Yellow_Warbler": 181, "Yellow_bellied_Flycatcher": 42, "Yellow_billed_Cuckoo": 32, "Yellow_breasted_Chat": 19, "Yellow_headed_Blackbird": 11, "Yellow_throated_Vireo": 156 }, "model_type": "efficientnet", "num_block_repeats": [ 1, 2, 2, 3, 3, 4, 1 ], "num_channels": 3, "num_hidden_layers": 64, "out_channels": [ 16, 24, 40, 80, 112, 192, 320 ], "pooling_type": "mean", "problem_type": "single_label_classification", "squeeze_expansion_ratio": 0.25, "strides": [ 1, 2, 2, 2, 1, 2, 1 ], "torch_dtype": "float32", "transformers_version": "4.48.0", "width_coefficient": 1.1 }