| { | |
| "_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 | |
| } | |