Image Classification
Transformers
PyTorch
TensorBoard
Safetensors
vit
huggingpics
Eval Results (legacy)
Instructions to use Bazaar/cv_level1_protected_animals_classification with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Bazaar/cv_level1_protected_animals_classification with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="Bazaar/cv_level1_protected_animals_classification") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("Bazaar/cv_level1_protected_animals_classification") model = AutoModelForImageClassification.from_pretrained("Bazaar/cv_level1_protected_animals_classification", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 4,629 Bytes
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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": {
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"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"
}
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