Model save

README.md

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+---
+license: apache-2.0
+base_model: google/vit-base-patch16-224
+tags:
+- generated_from_trainer
+model-index:
+- name: vit-bird
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# vit-bird
+
+This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 1
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.33.3
+- Pytorch 2.5.1
+- Datasets 2.19.2
+- Tokenizers 0.13.3

config.json

@@ -0,0 +1,428 @@
+{
+  "_name_or_path": "google/vit-base-patch16-224",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "001.Black_footed_Albatross",
+    "1": "002.Laysan_Albatross",
+    "2": "003.Sooty_Albatross",
+    "3": "004.Groove_billed_Ani",
+    "4": "005.Crested_Auklet",
+    "5": "006.Least_Auklet",
+    "6": "007.Parakeet_Auklet",
+    "7": "008.Rhinoceros_Auklet",
+    "8": "009.Brewer_Blackbird",
+    "9": "010.Red_winged_Blackbird",
+    "10": "011.Rusty_Blackbird",
+    "11": "012.Yellow_headed_Blackbird",
+    "12": "013.Bobolink",
+    "13": "014.Indigo_Bunting",
+    "14": "015.Lazuli_Bunting",
+    "15": "016.Painted_Bunting",
+    "16": "017.Cardinal",
+    "17": "018.Spotted_Catbird",
+    "18": "019.Gray_Catbird",
+    "19": "020.Yellow_breasted_Chat",
+    "20": "021.Eastern_Towhee",
+    "21": "022.Chuck_will_Widow",
+    "22": "023.Brandt_Cormorant",
+    "23": "024.Red_faced_Cormorant",
+    "24": "025.Pelagic_Cormorant",
+    "25": "026.Bronzed_Cowbird",
+    "26": "027.Shiny_Cowbird",
+    "27": "028.Brown_Creeper",
+    "28": "029.American_Crow",
+    "29": "030.Fish_Crow",
+    "30": "031.Black_billed_Cuckoo",
+    "31": "032.Mangrove_Cuckoo",
+    "32": "033.Yellow_billed_Cuckoo",
+    "33": "034.Gray_crowned_Rosy_Finch",
+    "34": "035.Purple_Finch",
+    "35": "036.Northern_Flicker",
+    "36": "037.Acadian_Flycatcher",
+    "37": "038.Great_Crested_Flycatcher",
+    "38": "039.Least_Flycatcher",
+    "39": "040.Olive_sided_Flycatcher",
+    "40": "041.Scissor_tailed_Flycatcher",
+    "41": "042.Vermilion_Flycatcher",
+    "42": "043.Yellow_bellied_Flycatcher",
+    "43": "044.Frigatebird",
+    "44": "045.Northern_Fulmar",
+    "45": "046.Gadwall",
+    "46": "047.American_Goldfinch",
+    "47": "048.European_Goldfinch",
+    "48": "049.Boat_tailed_Grackle",
+    "49": "050.Eared_Grebe",
+    "50": "051.Horned_Grebe",
+    "51": "052.Pied_billed_Grebe",
+    "52": "053.Western_Grebe",
+    "53": "054.Blue_Grosbeak",
+    "54": "055.Evening_Grosbeak",
+    "55": "056.Pine_Grosbeak",
+    "56": "057.Rose_breasted_Grosbeak",
+    "57": "058.Pigeon_Guillemot",
+    "58": "059.California_Gull",
+    "59": "060.Glaucous_winged_Gull",
+    "60": "061.Heermann_Gull",
+    "61": "062.Herring_Gull",
+    "62": "063.Ivory_Gull",
+    "63": "064.Ring_billed_Gull",
+    "64": "065.Slaty_backed_Gull",
+    "65": "066.Western_Gull",
+    "66": "067.Anna_Hummingbird",
+    "67": "068.Ruby_throated_Hummingbird",
+    "68": "069.Rufous_Hummingbird",
+    "69": "070.Green_Violetear",
+    "70": "071.Long_tailed_Jaeger",
+    "71": "072.Pomarine_Jaeger",
+    "72": "073.Blue_Jay",
+    "73": "074.Florida_Jay",
+    "74": "075.Green_Jay",
+    "75": "076.Dark_eyed_Junco",
+    "76": "077.Tropical_Kingbird",
+    "77": "078.Gray_Kingbird",
+    "78": "079.Belted_Kingfisher",
+    "79": "080.Green_Kingfisher",
+    "80": "081.Pied_Kingfisher",
+    "81": "082.Ringed_Kingfisher",
+    "82": "083.White_breasted_Kingfisher",
+    "83": "084.Red_legged_Kittiwake",
+    "84": "085.Horned_Lark",
+    "85": "086.Pacific_Loon",
+    "86": "087.Mallard",
+    "87": "088.Western_Meadowlark",
+    "88": "089.Hooded_Merganser",
+    "89": "090.Red_breasted_Merganser",
+    "90": "091.Mockingbird",
+    "91": "092.Nighthawk",
+    "92": "093.Clark_Nutcracker",
+    "93": "094.White_breasted_Nuthatch",
+    "94": "095.Baltimore_Oriole",
+    "95": "096.Hooded_Oriole",
+    "96": "097.Orchard_Oriole",
+    "97": "098.Scott_Oriole",
+    "98": "099.Ovenbird",
+    "99": "100.Brown_Pelican",
+    "100": "101.White_Pelican",
+    "101": "102.Western_Wood_Pewee",
+    "102": "103.Sayornis",
+    "103": "104.American_Pipit",
+    "104": "105.Whip_poor_Will",
+    "105": "106.Horned_Puffin",
+    "106": "107.Common_Raven",
+    "107": "108.White_necked_Raven",
+    "108": "109.American_Redstart",
+    "109": "110.Geococcyx",
+    "110": "111.Loggerhead_Shrike",
+    "111": "112.Great_Grey_Shrike",
+    "112": "113.Baird_Sparrow",
+    "113": "114.Black_throated_Sparrow",
+    "114": "115.Brewer_Sparrow",
+    "115": "116.Chipping_Sparrow",
+    "116": "117.Clay_colored_Sparrow",
+    "117": "118.House_Sparrow",
+    "118": "119.Field_Sparrow",
+    "119": "120.Fox_Sparrow",
+    "120": "121.Grasshopper_Sparrow",
+    "121": "122.Harris_Sparrow",
+    "122": "123.Henslow_Sparrow",
+    "123": "124.Le_Conte_Sparrow",
+    "124": "125.Lincoln_Sparrow",
+    "125": "126.Nelson_Sharp_tailed_Sparrow",
+    "126": "127.Savannah_Sparrow",
+    "127": "128.Seaside_Sparrow",
+    "128": "129.Song_Sparrow",
+    "129": "130.Tree_Sparrow",
+    "130": "131.Vesper_Sparrow",
+    "131": "132.White_crowned_Sparrow",
+    "132": "133.White_throated_Sparrow",
+    "133": "134.Cape_Glossy_Starling",
+    "134": "135.Bank_Swallow",
+    "135": "136.Barn_Swallow",
+    "136": "137.Cliff_Swallow",
+    "137": "138.Tree_Swallow",
+    "138": "139.Scarlet_Tanager",
+    "139": "140.Summer_Tanager",
+    "140": "141.Artic_Tern",
+    "141": "142.Black_Tern",
+    "142": "143.Caspian_Tern",
+    "143": "144.Common_Tern",
+    "144": "145.Elegant_Tern",
+    "145": "146.Forsters_Tern",
+    "146": "147.Least_Tern",
+    "147": "148.Green_tailed_Towhee",
+    "148": "149.Brown_Thrasher",
+    "149": "150.Sage_Thrasher",
+    "150": "151.Black_capped_Vireo",
+    "151": "152.Blue_headed_Vireo",
+    "152": "153.Philadelphia_Vireo",
+    "153": "154.Red_eyed_Vireo",
+    "154": "155.Warbling_Vireo",
+    "155": "156.White_eyed_Vireo",
+    "156": "157.Yellow_throated_Vireo",
+    "157": "158.Bay_breasted_Warbler",
+    "158": "159.Black_and_white_Warbler",
+    "159": "160.Black_throated_Blue_Warbler",
+    "160": "161.Blue_winged_Warbler",
+    "161": "162.Canada_Warbler",
+    "162": "163.Cape_May_Warbler",
+    "163": "164.Cerulean_Warbler",
+    "164": "165.Chestnut_sided_Warbler",
+    "165": "166.Golden_winged_Warbler",
+    "166": "167.Hooded_Warbler",
+    "167": "168.Kentucky_Warbler",
+    "168": "169.Magnolia_Warbler",
+    "169": "170.Mourning_Warbler",
+    "170": "171.Myrtle_Warbler",
+    "171": "172.Nashville_Warbler",
+    "172": "173.Orange_crowned_Warbler",
+    "173": "174.Palm_Warbler",
+    "174": "175.Pine_Warbler",
+    "175": "176.Prairie_Warbler",
+    "176": "177.Prothonotary_Warbler",
+    "177": "178.Swainson_Warbler",
+    "178": "179.Tennessee_Warbler",
+    "179": "180.Wilson_Warbler",
+    "180": "181.Worm_eating_Warbler",
+    "181": "182.Yellow_Warbler",
+    "182": "183.Northern_Waterthrush",
+    "183": "184.Louisiana_Waterthrush",
+    "184": "185.Bohemian_Waxwing",
+    "185": "186.Cedar_Waxwing",
+    "186": "187.American_Three_toed_Woodpecker",
+    "187": "188.Pileated_Woodpecker",
+    "188": "189.Red_bellied_Woodpecker",
+    "189": "190.Red_cockaded_Woodpecker",
+    "190": "191.Red_headed_Woodpecker",
+    "191": "192.Downy_Woodpecker",
+    "192": "193.Bewick_Wren",
+    "193": "194.Cactus_Wren",
+    "194": "195.Carolina_Wren",
+    "195": "196.House_Wren",
+    "196": "197.Marsh_Wren",
+    "197": "198.Rock_Wren",
+    "198": "199.Winter_Wren",
+    "199": "200.Common_Yellowthroat"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "001.Black_footed_Albatross": 0,
+    "002.Laysan_Albatross": 1,
+    "003.Sooty_Albatross": 2,
+    "004.Groove_billed_Ani": 3,
+    "005.Crested_Auklet": 4,
+    "006.Least_Auklet": 5,
+    "007.Parakeet_Auklet": 6,
+    "008.Rhinoceros_Auklet": 7,
+    "009.Brewer_Blackbird": 8,
+    "010.Red_winged_Blackbird": 9,
+    "011.Rusty_Blackbird": 10,
+    "012.Yellow_headed_Blackbird": 11,
+    "013.Bobolink": 12,
+    "014.Indigo_Bunting": 13,
+    "015.Lazuli_Bunting": 14,
+    "016.Painted_Bunting": 15,
+    "017.Cardinal": 16,
+    "018.Spotted_Catbird": 17,
+    "019.Gray_Catbird": 18,
+    "020.Yellow_breasted_Chat": 19,
+    "021.Eastern_Towhee": 20,
+    "022.Chuck_will_Widow": 21,
+    "023.Brandt_Cormorant": 22,
+    "024.Red_faced_Cormorant": 23,
+    "025.Pelagic_Cormorant": 24,
+    "026.Bronzed_Cowbird": 25,
+    "027.Shiny_Cowbird": 26,
+    "028.Brown_Creeper": 27,
+    "029.American_Crow": 28,
+    "030.Fish_Crow": 29,
+    "031.Black_billed_Cuckoo": 30,
+    "032.Mangrove_Cuckoo": 31,
+    "033.Yellow_billed_Cuckoo": 32,
+    "034.Gray_crowned_Rosy_Finch": 33,
+    "035.Purple_Finch": 34,
+    "036.Northern_Flicker": 35,
+    "037.Acadian_Flycatcher": 36,
+    "038.Great_Crested_Flycatcher": 37,
+    "039.Least_Flycatcher": 38,
+    "040.Olive_sided_Flycatcher": 39,
+    "041.Scissor_tailed_Flycatcher": 40,
+    "042.Vermilion_Flycatcher": 41,
+    "043.Yellow_bellied_Flycatcher": 42,
+    "044.Frigatebird": 43,
+    "045.Northern_Fulmar": 44,
+    "046.Gadwall": 45,
+    "047.American_Goldfinch": 46,
+    "048.European_Goldfinch": 47,
+    "049.Boat_tailed_Grackle": 48,
+    "050.Eared_Grebe": 49,
+    "051.Horned_Grebe": 50,
+    "052.Pied_billed_Grebe": 51,
+    "053.Western_Grebe": 52,
+    "054.Blue_Grosbeak": 53,
+    "055.Evening_Grosbeak": 54,
+    "056.Pine_Grosbeak": 55,
+    "057.Rose_breasted_Grosbeak": 56,
+    "058.Pigeon_Guillemot": 57,
+    "059.California_Gull": 58,
+    "060.Glaucous_winged_Gull": 59,
+    "061.Heermann_Gull": 60,
+    "062.Herring_Gull": 61,
+    "063.Ivory_Gull": 62,
+    "064.Ring_billed_Gull": 63,
+    "065.Slaty_backed_Gull": 64,
+    "066.Western_Gull": 65,
+    "067.Anna_Hummingbird": 66,
+    "068.Ruby_throated_Hummingbird": 67,
+    "069.Rufous_Hummingbird": 68,
+    "070.Green_Violetear": 69,
+    "071.Long_tailed_Jaeger": 70,
+    "072.Pomarine_Jaeger": 71,
+    "073.Blue_Jay": 72,
+    "074.Florida_Jay": 73,
+    "075.Green_Jay": 74,
+    "076.Dark_eyed_Junco": 75,
+    "077.Tropical_Kingbird": 76,
+    "078.Gray_Kingbird": 77,
+    "079.Belted_Kingfisher": 78,
+    "080.Green_Kingfisher": 79,
+    "081.Pied_Kingfisher": 80,
+    "082.Ringed_Kingfisher": 81,
+    "083.White_breasted_Kingfisher": 82,
+    "084.Red_legged_Kittiwake": 83,
+    "085.Horned_Lark": 84,
+    "086.Pacific_Loon": 85,
+    "087.Mallard": 86,
+    "088.Western_Meadowlark": 87,
+    "089.Hooded_Merganser": 88,
+    "090.Red_breasted_Merganser": 89,
+    "091.Mockingbird": 90,
+    "092.Nighthawk": 91,
+    "093.Clark_Nutcracker": 92,
+    "094.White_breasted_Nuthatch": 93,
+    "095.Baltimore_Oriole": 94,
+    "096.Hooded_Oriole": 95,
+    "097.Orchard_Oriole": 96,
+    "098.Scott_Oriole": 97,
+    "099.Ovenbird": 98,
+    "100.Brown_Pelican": 99,
+    "101.White_Pelican": 100,
+    "102.Western_Wood_Pewee": 101,
+    "103.Sayornis": 102,
+    "104.American_Pipit": 103,
+    "105.Whip_poor_Will": 104,
+    "106.Horned_Puffin": 105,
+    "107.Common_Raven": 106,
+    "108.White_necked_Raven": 107,
+    "109.American_Redstart": 108,
+    "110.Geococcyx": 109,
+    "111.Loggerhead_Shrike": 110,
+    "112.Great_Grey_Shrike": 111,
+    "113.Baird_Sparrow": 112,
+    "114.Black_throated_Sparrow": 113,
+    "115.Brewer_Sparrow": 114,
+    "116.Chipping_Sparrow": 115,
+    "117.Clay_colored_Sparrow": 116,
+    "118.House_Sparrow": 117,
+    "119.Field_Sparrow": 118,
+    "120.Fox_Sparrow": 119,
+    "121.Grasshopper_Sparrow": 120,
+    "122.Harris_Sparrow": 121,
+    "123.Henslow_Sparrow": 122,
+    "124.Le_Conte_Sparrow": 123,
+    "125.Lincoln_Sparrow": 124,
+    "126.Nelson_Sharp_tailed_Sparrow": 125,
+    "127.Savannah_Sparrow": 126,
+    "128.Seaside_Sparrow": 127,
+    "129.Song_Sparrow": 128,
+    "130.Tree_Sparrow": 129,
+    "131.Vesper_Sparrow": 130,
+    "132.White_crowned_Sparrow": 131,
+    "133.White_throated_Sparrow": 132,
+    "134.Cape_Glossy_Starling": 133,
+    "135.Bank_Swallow": 134,
+    "136.Barn_Swallow": 135,
+    "137.Cliff_Swallow": 136,
+    "138.Tree_Swallow": 137,
+    "139.Scarlet_Tanager": 138,
+    "140.Summer_Tanager": 139,
+    "141.Artic_Tern": 140,
+    "142.Black_Tern": 141,
+    "143.Caspian_Tern": 142,
+    "144.Common_Tern": 143,
+    "145.Elegant_Tern": 144,
+    "146.Forsters_Tern": 145,
+    "147.Least_Tern": 146,
+    "148.Green_tailed_Towhee": 147,
+    "149.Brown_Thrasher": 148,
+    "150.Sage_Thrasher": 149,
+    "151.Black_capped_Vireo": 150,
+    "152.Blue_headed_Vireo": 151,
+    "153.Philadelphia_Vireo": 152,
+    "154.Red_eyed_Vireo": 153,
+    "155.Warbling_Vireo": 154,
+    "156.White_eyed_Vireo": 155,
+    "157.Yellow_throated_Vireo": 156,
+    "158.Bay_breasted_Warbler": 157,
+    "159.Black_and_white_Warbler": 158,
+    "160.Black_throated_Blue_Warbler": 159,
+    "161.Blue_winged_Warbler": 160,
+    "162.Canada_Warbler": 161,
+    "163.Cape_May_Warbler": 162,
+    "164.Cerulean_Warbler": 163,
+    "165.Chestnut_sided_Warbler": 164,
+    "166.Golden_winged_Warbler": 165,
+    "167.Hooded_Warbler": 166,
+    "168.Kentucky_Warbler": 167,
+    "169.Magnolia_Warbler": 168,
+    "170.Mourning_Warbler": 169,
+    "171.Myrtle_Warbler": 170,
+    "172.Nashville_Warbler": 171,
+    "173.Orange_crowned_Warbler": 172,
+    "174.Palm_Warbler": 173,
+    "175.Pine_Warbler": 174,
+    "176.Prairie_Warbler": 175,
+    "177.Prothonotary_Warbler": 176,
+    "178.Swainson_Warbler": 177,
+    "179.Tennessee_Warbler": 178,
+    "180.Wilson_Warbler": 179,
+    "181.Worm_eating_Warbler": 180,
+    "182.Yellow_Warbler": 181,
+    "183.Northern_Waterthrush": 182,
+    "184.Louisiana_Waterthrush": 183,
+    "185.Bohemian_Waxwing": 184,
+    "186.Cedar_Waxwing": 185,
+    "187.American_Three_toed_Woodpecker": 186,
+    "188.Pileated_Woodpecker": 187,
+    "189.Red_bellied_Woodpecker": 188,
+    "190.Red_cockaded_Woodpecker": 189,
+    "191.Red_headed_Woodpecker": 190,
+    "192.Downy_Woodpecker": 191,
+    "193.Bewick_Wren": 192,
+    "194.Cactus_Wren": 193,
+    "195.Carolina_Wren": 194,
+    "196.House_Wren": 195,
+    "197.Marsh_Wren": 196,
+    "198.Rock_Wren": 197,
+    "199.Winter_Wren": 198,
+    "200.Common_Yellowthroat": 199
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.33.3"
+}

preprocessor_config.json

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+  "do_resize": true,
+  "image_mean": [
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+  "image_processor_type": "ViTImageProcessor",
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+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

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