{ "_name_or_path": "microsoft/focalnet-base", "_num_labels": 200, "architectures": [ "FocalNetForImageClassification" ], "depths": [ 2, 2, 18, 2 ], "drop_path_rate": 0.1, "embed_dim": 128, "encoder_stride": 32, "focal_levels": [ 2, 2, 2, 2 ], "focal_windows": [ 3, 3, 3, 3 ], "hidden_act": "gelu", "hidden_dropout_prob": 0.0, "hidden_sizes": [ 192, 384, 768, 768 ], "id2label": { "0": "acadian_flycatcher", "1": "american_crow", "2": "american_goldfinch", "3": "american_pipit", "4": "american_redstart", "5": "american_three_toed_woodpecker", "6": "anna_hummingbird", "7": "artic_tern", "8": "baird_sparrow", "9": "baltimore_oriole", "10": "bank_swallow", "11": "barn_swallow", "12": "bay_breasted_warbler", "13": "belted_kingfisher", "14": "bewick_wren", "15": "black_and_white_warbler", "16": "black_billed_cuckoo", "17": "black_capped_vireo", "18": "black_footed_albatross", "19": "black_tern", "20": "black_throated_blue_warbler", "21": "black_throated_sparrow", "22": "blue_grosbeak", "23": "blue_headed_vireo", "24": "blue_jay", "25": "blue_winged_warbler", "26": "boat_tailed_grackle", "27": "bobolink", "28": "bohemian_waxwing", "29": "brandt_cormorant", "30": "brewer_blackbird", "31": "brewer_sparrow", "32": "bronzed_cowbird", "33": "brown_creeper", "34": "brown_pelican", "35": "brown_thrasher", "36": "cactus_wren", "37": "california_gull", "38": "canada_warbler", "39": "cape_glossy_starling", "40": "cape_may_warbler", "41": "cardinal", "42": "carolina_wren", "43": "caspian_tern", "44": "cedar_waxwing", "45": "cerulean_warbler", "46": "chestnut_sided_warbler", "47": "chipping_sparrow", "48": "chuck_will_widow", "49": "clark_nutcracker", "50": "clay_colored_sparrow", "51": "cliff_swallow", "52": "common_raven", "53": "common_tern", "54": "common_yellowthroat", "55": "crested_auklet", "56": "dark_eyed_junco", "57": "downy_woodpecker", "58": "eared_grebe", "59": "eastern_towhee", "60": "elegant_tern", "61": "european_goldfinch", "62": "evening_grosbeak", "63": "field_sparrow", "64": "fish_crow", "65": "florida_jay", "66": "forsters_tern", "67": "fox_sparrow", "68": "frigatebird", "69": "gadwall", "70": "geococcyx", "71": "glaucous_winged_gull", "72": "golden_winged_warbler", "73": "grasshopper_sparrow", "74": "gray_catbird", "75": "gray_crowned_rosy_finch", "76": "gray_kingbird", "77": "great_crested_flycatcher", "78": "great_grey_shrike", "79": "green_jay", "80": "green_kingfisher", "81": "green_tailed_towhee", "82": "green_violetear", "83": "groove_billed_ani", "84": "harris_sparrow", "85": "heermann_gull", "86": "henslow_sparrow", "87": "herring_gull", "88": "hooded_merganser", "89": "hooded_oriole", "90": "hooded_warbler", "91": "horned_grebe", "92": "horned_lark", "93": "horned_puffin", "94": "house_sparrow", "95": "house_wren", "96": "indigo_bunting", "97": "ivory_gull", "98": "kentucky_warbler", "99": "laysan_albatross", "100": "lazuli_bunting", "101": "le_conte_sparrow", "102": "least_auklet", "103": "least_flycatcher", "104": "least_tern", "105": "lincoln_sparrow", "106": "loggerhead_shrike", "107": "long_tailed_jaeger", "108": "louisiana_waterthrush", "109": "magnolia_warbler", "110": "mallard", "111": "mangrove_cuckoo", "112": "marsh_wren", "113": "mockingbird", "114": "mourning_warbler", "115": "myrtle_warbler", "116": "nashville_warbler", "117": "nelson_sharp_tailed_sparrow", "118": "nighthawk", "119": "northern_flicker", "120": "northern_fulmar", "121": "northern_waterthrush", "122": "olive_sided_flycatcher", "123": "orange_crowned_warbler", "124": "orchard_oriole", "125": "ovenbird", "126": "pacific_loon", "127": "painted_bunting", "128": "palm_warbler", "129": "parakeet_auklet", "130": "pelagic_cormorant", "131": "philadelphia_vireo", "132": "pied_billed_grebe", "133": "pied_kingfisher", "134": "pigeon_guillemot", "135": "pileated_woodpecker", "136": "pine_grosbeak", "137": "pine_warbler", "138": "pomarine_jaeger", "139": "prairie_warbler", "140": "prothonotary_warbler", "141": "purple_finch", "142": "red_bellied_woodpecker", "143": "red_breasted_merganser", "144": "red_cockaded_woodpecker", "145": "red_eyed_vireo", "146": "red_faced_cormorant", "147": "red_headed_woodpecker", "148": "red_legged_kittiwake", "149": "red_winged_blackbird", "150": "rhinoceros_auklet", "151": "ring_billed_gull", "152": "ringed_kingfisher", "153": "rock_wren", "154": "rose_breasted_grosbeak", "155": "ruby_throated_hummingbird", "156": "rufous_hummingbird", "157": "rusty_blackbird", "158": "sage_thrasher", "159": "savannah_sparrow", "160": "sayornis", "161": "scarlet_tanager", "162": "scissor_tailed_flycatcher", "163": "scott_oriole", "164": "seaside_sparrow", "165": "shiny_cowbird", "166": "slaty_backed_gull", "167": "song_sparrow", "168": "sooty_albatross", "169": "spotted_catbird", "170": "summer_tanager", "171": "swainson_warbler", "172": "tennessee_warbler", "173": "tree_sparrow", "174": "tree_swallow", "175": "tropical_kingbird", "176": "vermilion_flycatcher", "177": "vesper_sparrow", "178": "warbling_vireo", "179": "western_grebe", "180": "western_gull", "181": "western_meadowlark", "182": "western_wood_pewee", "183": "whip_poor_will", "184": "white_breasted_kingfisher", "185": "white_breasted_nuthatch", "186": "white_crowned_sparrow", "187": "white_eyed_vireo", "188": "white_necked_raven", "189": "white_pelican", "190": "white_throated_sparrow", "191": "wilson_warbler", "192": "winter_wren", "193": "worm_eating_warbler", "194": "yellow_bellied_flycatcher", "195": "yellow_billed_cuckoo", "196": "yellow_breasted_chat", "197": "yellow_headed_blackbird", "198": "yellow_throated_vireo", "199": "yellow_warbler" }, "image_size": 224, "initializer_range": 0.02, "label2id": { "acadian_flycatcher": 0, "american_crow": 1, "american_goldfinch": 2, "american_pipit": 3, "american_redstart": 4, "american_three_toed_woodpecker": 5, "anna_hummingbird": 6, "artic_tern": 7, "baird_sparrow": 8, "baltimore_oriole": 9, "bank_swallow": 10, "barn_swallow": 11, "bay_breasted_warbler": 12, "belted_kingfisher": 13, "bewick_wren": 14, "black_and_white_warbler": 15, "black_billed_cuckoo": 16, "black_capped_vireo": 17, "black_footed_albatross": 18, "black_tern": 19, "black_throated_blue_warbler": 20, "black_throated_sparrow": 21, "blue_grosbeak": 22, "blue_headed_vireo": 23, "blue_jay": 24, "blue_winged_warbler": 25, "boat_tailed_grackle": 26, "bobolink": 27, "bohemian_waxwing": 28, "brandt_cormorant": 29, "brewer_blackbird": 30, "brewer_sparrow": 31, "bronzed_cowbird": 32, "brown_creeper": 33, "brown_pelican": 34, "brown_thrasher": 35, "cactus_wren": 36, "california_gull": 37, "canada_warbler": 38, "cape_glossy_starling": 39, "cape_may_warbler": 40, "cardinal": 41, "carolina_wren": 42, "caspian_tern": 43, "cedar_waxwing": 44, "cerulean_warbler": 45, "chestnut_sided_warbler": 46, "chipping_sparrow": 47, "chuck_will_widow": 48, "clark_nutcracker": 49, "clay_colored_sparrow": 50, "cliff_swallow": 51, "common_raven": 52, "common_tern": 53, "common_yellowthroat": 54, "crested_auklet": 55, "dark_eyed_junco": 56, "downy_woodpecker": 57, "eared_grebe": 58, "eastern_towhee": 59, "elegant_tern": 60, "european_goldfinch": 61, "evening_grosbeak": 62, "field_sparrow": 63, "fish_crow": 64, "florida_jay": 65, "forsters_tern": 66, "fox_sparrow": 67, "frigatebird": 68, "gadwall": 69, "geococcyx": 70, "glaucous_winged_gull": 71, "golden_winged_warbler": 72, "grasshopper_sparrow": 73, "gray_catbird": 74, "gray_crowned_rosy_finch": 75, "gray_kingbird": 76, "great_crested_flycatcher": 77, "great_grey_shrike": 78, "green_jay": 79, "green_kingfisher": 80, "green_tailed_towhee": 81, "green_violetear": 82, "groove_billed_ani": 83, "harris_sparrow": 84, "heermann_gull": 85, "henslow_sparrow": 86, "herring_gull": 87, "hooded_merganser": 88, "hooded_oriole": 89, "hooded_warbler": 90, "horned_grebe": 91, "horned_lark": 92, "horned_puffin": 93, "house_sparrow": 94, "house_wren": 95, "indigo_bunting": 96, "ivory_gull": 97, "kentucky_warbler": 98, "laysan_albatross": 99, "lazuli_bunting": 100, "le_conte_sparrow": 101, "least_auklet": 102, "least_flycatcher": 103, "least_tern": 104, "lincoln_sparrow": 105, "loggerhead_shrike": 106, "long_tailed_jaeger": 107, "louisiana_waterthrush": 108, "magnolia_warbler": 109, "mallard": 110, "mangrove_cuckoo": 111, "marsh_wren": 112, "mockingbird": 113, "mourning_warbler": 114, "myrtle_warbler": 115, "nashville_warbler": 116, "nelson_sharp_tailed_sparrow": 117, "nighthawk": 118, "northern_flicker": 119, "northern_fulmar": 120, "northern_waterthrush": 121, "olive_sided_flycatcher": 122, "orange_crowned_warbler": 123, "orchard_oriole": 124, "ovenbird": 125, "pacific_loon": 126, "painted_bunting": 127, "palm_warbler": 128, "parakeet_auklet": 129, "pelagic_cormorant": 130, "philadelphia_vireo": 131, "pied_billed_grebe": 132, "pied_kingfisher": 133, "pigeon_guillemot": 134, "pileated_woodpecker": 135, "pine_grosbeak": 136, "pine_warbler": 137, "pomarine_jaeger": 138, "prairie_warbler": 139, "prothonotary_warbler": 140, "purple_finch": 141, "red_bellied_woodpecker": 142, "red_breasted_merganser": 143, "red_cockaded_woodpecker": 144, "red_eyed_vireo": 145, "red_faced_cormorant": 146, "red_headed_woodpecker": 147, "red_legged_kittiwake": 148, "red_winged_blackbird": 149, "rhinoceros_auklet": 150, "ring_billed_gull": 151, "ringed_kingfisher": 152, "rock_wren": 153, "rose_breasted_grosbeak": 154, "ruby_throated_hummingbird": 155, "rufous_hummingbird": 156, "rusty_blackbird": 157, "sage_thrasher": 158, "savannah_sparrow": 159, "sayornis": 160, "scarlet_tanager": 161, "scissor_tailed_flycatcher": 162, "scott_oriole": 163, "seaside_sparrow": 164, "shiny_cowbird": 165, "slaty_backed_gull": 166, "song_sparrow": 167, "sooty_albatross": 168, "spotted_catbird": 169, "summer_tanager": 170, "swainson_warbler": 171, "tennessee_warbler": 172, "tree_sparrow": 173, "tree_swallow": 174, "tropical_kingbird": 175, "vermilion_flycatcher": 176, "vesper_sparrow": 177, "warbling_vireo": 178, "western_grebe": 179, "western_gull": 180, "western_meadowlark": 181, "western_wood_pewee": 182, "whip_poor_will": 183, "white_breasted_kingfisher": 184, "white_breasted_nuthatch": 185, "white_crowned_sparrow": 186, "white_eyed_vireo": 187, "white_necked_raven": 188, "white_pelican": 189, "white_throated_sparrow": 190, "wilson_warbler": 191, "winter_wren": 192, "worm_eating_warbler": 193, "yellow_bellied_flycatcher": 194, "yellow_billed_cuckoo": 195, "yellow_breasted_chat": 196, "yellow_headed_blackbird": 197, "yellow_throated_vireo": 198, "yellow_warbler": 199 }, "layer_norm_eps": 1e-05, "layerscale_value": 0.0001, "mlp_ratio": 4.0, "model_type": "focalnet", "normalize_modulator": false, "num_channels": 3, "out_features": [ "stage4" ], "out_indices": [ 4 ], "patch_size": 4, "problem_type": "single_label_classification", "stage_names": [ "stem", "stage1", "stage2", "stage3", "stage4" ], "torch_dtype": "float32", "transformers_version": "4.48.0", "use_conv_embed": false, "use_layerscale": false, "use_post_layernorm": false, "use_post_layernorm_in_modulation": false }