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README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: cv_level1_protected_animals_classification
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8487752676010132
+---
+
+# cv_level1_protected_animals_classification
+
+
+Autogenerated by HuggingPics🤗🖼️
+
+Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb).
+
+Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
+
+
+## Example Images
+
+
+#### Ailuropoda melanoleuca
+
+![Ailuropoda melanoleuca](images/Ailuropoda_melanoleuca.jpg)
+
+#### Alligator sinensis
+
+![Alligator sinensis](images/Alligator_sinensis.jpg)
+
+#### Arctictis binturong
+
+![Arctictis binturong](images/Arctictis_binturong.jpg)
+
+#### Axis porcinus
+
+![Axis porcinus](images/Axis_porcinus.jpg)
+
+#### Bos gaurus
+
+![Bos gaurus](images/Bos_gaurus.jpg)
+
+#### Bos mutus
+
+![Bos mutus](images/Bos_mutus.jpg)
+
+#### Budorcas taxicolor
+
+![Budorcas taxicolor](images/Budorcas_taxicolor.jpg)
+
+#### Camelus bactrianus
+
+![Camelus bactrianus](images/Camelus_bactrianus.jpg)
+
+#### Campanumoea javanica Blume
+
+![Campanumoea javanica Blume](images/Campanumoea_javanica_Blume.jpg)
+
+#### Castor fiber
+
+![Castor fiber](images/Castor_fiber.jpg)
+
+#### Cervus eldii
+
+![Cervus eldii](images/Cervus_eldii.jpg)
+
+#### Cervus nippon
+
+![Cervus nippon](images/Cervus_nippon.jpg)
+
+#### Crossoptilon mantchuricum
+
+![Crossoptilon mantchuricum](images/Crossoptilon_mantchuricum.jpg)
+
+#### Dugong dugon
+
+![Dugong dugon](images/Dugong_dugon.jpg)
+
+#### Elaphurus davidianus
+
+![Elaphurus davidianus](images/Elaphurus_davidianus.jpg)
+
+#### Elephas maximus Linnaeus
+
+![Elephas maximus Linnaeus](images/Elephas_maximus_Linnaeus.jpg)
+
+#### Equus ferus
+
+![Equus ferus](images/Equus_ferus.jpg)
+
+#### Equus hemionus Pallas
+
+![Equus hemionus Pallas](images/Equus_hemionus_Pallas.jpg)
+
+#### Equus kiang
+
+![Equus kiang](images/Equus_kiang.jpg)
+
+#### Grus antigone
+
+![Grus antigone](images/Grus_antigone.jpg)
+
+#### Grus japonensis
+
+![Grus japonensis](images/Grus_japonensis.jpg)
+
+#### Grus leucogeranus
+
+![Grus leucogeranus](images/Grus_leucogeranus.jpg)
+
+#### Grus monacha
+
+![Grus monacha](images/Grus_monacha.jpg)
+
+#### Grus nigricollis
+
+![Grus nigricollis](images/Grus_nigricollis.jpg)
+
+#### Gulo gulo
+
+![Gulo gulo](images/Gulo_gulo.jpg)
+
+#### Haliaeetus albicilla
+
+![Haliaeetus albicilla](images/Haliaeetus_albicilla.jpg)
+
+#### Helarctos malayanus
+
+![Helarctos malayanus](images/Helarctos_malayanus.jpg)
+
+#### Hemitragus jemlahicus
+
+![Hemitragus jemlahicus](images/Hemitragus_jemlahicus.jpg)
+
+#### Hylobatidae
+
+![Hylobatidae](images/Hylobatidae.jpg)
+
+#### Larus relictus
+
+![Larus relictus](images/Larus_relictus.jpg)
+
+#### Lophophorus
+
+![Lophophorus](images/Lophophorus.jpg)
+
+#### Lophura swinhoii
+
+![Lophura swinhoii](images/Lophura_swinhoii.jpg)
+
+#### Macaca assamensis
+
+![Macaca assamensis](images/Macaca_assamensis.jpg)
+
+#### Macaca cyclopis Swinhoe
+
+![Macaca cyclopis Swinhoe](images/Macaca_cyclopis_Swinhoe.jpg)
+
+#### Macaca leonina
+
+![Macaca leonina](images/Macaca_leonina.jpg)
+
+#### Martes zibellina
+
+![Martes zibellina](images/Martes_zibellina.jpg)
+
+#### Mergus squamatus
+
+![Mergus squamatus](images/Mergus_squamatus.jpg)
+
+#### Muntiacus crinifrons
+
+![Muntiacus crinifrons](images/Muntiacus_crinifrons.jpg)
+
+#### Naemorhedus baileyi
+
+![Naemorhedus baileyi](images/Naemorhedus_baileyi.jpg)
+
+#### Naemorhedus swinhoei
+
+![Naemorhedus swinhoei](images/Naemorhedus_swinhoei.jpg)
+
+#### Neofelis nebulosa
+
+![Neofelis nebulosa](images/Neofelis_nebulosa.jpg)
+
+#### Nipponia nippon
+
+![Nipponia nippon](images/Nipponia_nippon.jpg)
+
+#### Nycticebus bengalensis
+
+![Nycticebus bengalensis](images/Nycticebus_bengalensis.jpg)
+
+#### Otididae
+
+![Otididae](images/Otididae.jpg)
+
+#### Panthera pardus
+
+![Panthera pardus](images/Panthera_pardus.jpg)
+
+#### Panthera tigris
+
+![Panthera tigris](images/Panthera_tigris.jpg)
+
+#### Panthera uncia
+
+![Panthera uncia](images/Panthera_uncia.jpg)
+
+#### Pantholops hodgsonii
+
+![Pantholops hodgsonii](images/Pantholops_hodgsonii.jpg)
+
+#### Pavo muticus
+
+![Pavo muticus](images/Pavo_muticus.jpg)
+
+#### Pelochelys cantorii
+
+![Pelochelys cantorii](images/Pelochelys_cantorii.jpg)
+
+#### Polyplectron
+
+![Polyplectron](images/Polyplectron.jpg)
+
+#### Presbytis
+
+![Presbytis](images/Presbytis.jpg)
+
+#### Procapra przewalskii
+
+![Procapra przewalskii](images/Procapra_przewalskii.jpg)
+
+#### Przewalskium albirostris
+
+![Przewalskium albirostris](images/Przewalskium_albirostris.jpg)
+
+#### Rhinopithecus
+
+![Rhinopithecus](images/Rhinopithecus.jpg)
+
+#### Saiga tatarica
+
+![Saiga tatarica](images/Saiga_tatarica.jpg)
+
+#### Sousa chinensis
+
+![Sousa chinensis](images/Sousa_chinensis.jpg)
+
+#### Syrmaticus ellioti
+
+![Syrmaticus ellioti](images/Syrmaticus_ellioti.jpg)
+
+#### Syrmaticus humiae
+
+![Syrmaticus humiae](images/Syrmaticus_humiae.jpg)
+
+#### Syrmaticus mikado
+
+![Syrmaticus mikado](images/Syrmaticus_mikado.jpg)
+
+#### Testudo horsfieldii
+
+![Testudo horsfieldii](images/Testudo_horsfieldii.jpg)
+
+#### Tragopan blythii
+
+![Tragopan blythii](images/Tragopan_blythii.jpg)
+
+#### Tragopan caboti
+
+![Tragopan caboti](images/Tragopan_caboti.jpg)
+
+#### Tragopan melanocephalus
+
+![Tragopan melanocephalus](images/Tragopan_melanocephalus.jpg)
+
+#### Tragopan satyra
+
+![Tragopan satyra](images/Tragopan_satyra.jpg)
+
+#### Tragulus kanchil
+
+![Tragulus kanchil](images/Tragulus_kanchil.jpg)

config.json

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+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Ailuropoda melanoleuca",
+    "1": "Alligator sinensis",
+    "10": "Cervus eldii",
+    "11": "Cervus nippon",
+    "12": "Crossoptilon mantchuricum",
+    "13": "Dugong dugon",
+    "14": "Elaphurus davidianus",
+    "15": "Elephas maximus Linnaeus",
+    "16": "Equus ferus",
+    "17": "Equus hemionus Pallas",
+    "18": "Equus kiang",
+    "19": "Grus antigone",
+    "2": "Arctictis binturong",
+    "20": "Grus japonensis",
+    "21": "Grus leucogeranus",
+    "22": "Grus monacha",
+    "23": "Grus nigricollis",
+    "24": "Gulo gulo",
+    "25": "Haliaeetus albicilla",
+    "26": "Helarctos malayanus",
+    "27": "Hemitragus jemlahicus",
+    "28": "Hylobatidae",
+    "29": "Larus relictus",
+    "3": "Axis porcinus",
+    "30": "Lophophorus",
+    "31": "Lophura swinhoii",
+    "32": "Macaca assamensis",
+    "33": "Macaca cyclopis Swinhoe",
+    "34": "Macaca leonina",
+    "35": "Martes zibellina",
+    "36": "Mergus squamatus",
+    "37": "Muntiacus crinifrons",
+    "38": "Naemorhedus baileyi",
+    "39": "Naemorhedus swinhoei",
+    "4": "Bos gaurus",
+    "40": "Neofelis nebulosa",
+    "41": "Nipponia nippon",
+    "42": "Nycticebus bengalensis",
+    "43": "Otididae",
+    "44": "Panthera pardus",
+    "45": "Panthera tigris",
+    "46": "Panthera uncia",
+    "47": "Pantholops hodgsonii",
+    "48": "Pavo muticus",
+    "49": "Pelochelys cantorii",
+    "5": "Bos mutus",
+    "50": "Polyplectron",
+    "51": "Presbytis",
+    "52": "Procapra przewalskii",
+    "53": "Przewalskium albirostris",
+    "54": "Rhinopithecus",
+    "55": "Saiga tatarica",
+    "56": "Sousa chinensis",
+    "57": "Syrmaticus ellioti",
+    "58": "Syrmaticus humiae",
+    "59": "Syrmaticus mikado",
+    "6": "Budorcas taxicolor",
+    "60": "Testudo horsfieldii",
+    "61": "Tragopan blythii",
+    "62": "Tragopan caboti",
+    "63": "Tragopan melanocephalus",
+    "64": "Tragopan satyra",
+    "65": "Tragulus kanchil",
+    "7": "Camelus bactrianus",
+    "8": "Campanumoea javanica Blume",
+    "9": "Castor fiber"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Ailuropoda melanoleuca": "0",
+    "Alligator sinensis": "1",
+    "Arctictis binturong": "2",
+    "Axis porcinus": "3",
+    "Bos gaurus": "4",
+    "Bos mutus": "5",
+    "Budorcas taxicolor": "6",
+    "Camelus bactrianus": "7",
+    "Campanumoea javanica Blume": "8",
+    "Castor fiber": "9",
+    "Cervus eldii": "10",
+    "Cervus nippon": "11",
+    "Crossoptilon mantchuricum": "12",
+    "Dugong dugon": "13",
+    "Elaphurus davidianus": "14",
+    "Elephas maximus Linnaeus": "15",
+    "Equus ferus": "16",
+    "Equus hemionus Pallas": "17",
+    "Equus kiang": "18",
+    "Grus antigone": "19",
+    "Grus japonensis": "20",
+    "Grus leucogeranus": "21",
+    "Grus monacha": "22",
+    "Grus nigricollis": "23",
+    "Gulo gulo": "24",
+    "Haliaeetus albicilla": "25",
+    "Helarctos malayanus": "26",
+    "Hemitragus jemlahicus": "27",
+    "Hylobatidae": "28",
+    "Larus relictus": "29",
+    "Lophophorus": "30",
+    "Lophura swinhoii": "31",
+    "Macaca assamensis": "32",
+    "Macaca cyclopis Swinhoe": "33",
+    "Macaca leonina": "34",
+    "Martes zibellina": "35",
+    "Mergus squamatus": "36",
+    "Muntiacus crinifrons": "37",
+    "Naemorhedus baileyi": "38",
+    "Naemorhedus swinhoei": "39",
+    "Neofelis nebulosa": "40",
+    "Nipponia nippon": "41",
+    "Nycticebus bengalensis": "42",
+    "Otididae": "43",
+    "Panthera pardus": "44",
+    "Panthera tigris": "45",
+    "Panthera uncia": "46",
+    "Pantholops hodgsonii": "47",
+    "Pavo muticus": "48",
+    "Pelochelys cantorii": "49",
+    "Polyplectron": "50",
+    "Presbytis": "51",
+    "Procapra przewalskii": "52",
+    "Przewalskium albirostris": "53",
+    "Rhinopithecus": "54",
+    "Saiga tatarica": "55",
+    "Sousa chinensis": "56",
+    "Syrmaticus ellioti": "57",
+    "Syrmaticus humiae": "58",
+    "Syrmaticus mikado": "59",
+    "Testudo horsfieldii": "60",
+    "Tragopan blythii": "61",
+    "Tragopan caboti": "62",
+    "Tragopan melanocephalus": "63",
+    "Tragopan satyra": "64",
+    "Tragulus kanchil": "65"
+  },
+  "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": "4.33.0"
+}