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dima806
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gemstones_image_detection

Image Classification
Transformers
PyTorch
Safetensors
vit
Inference Endpoints
Model card Files Community
1
gemstones_image_detection
File size: 4,515 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": "Spessartite",
    "1": "Tigers Eye",
    "2": "Blue Lace Agate",
    "3": "Sapphire Blue",
    "4": "Sapphire Yellow",
    "5": "Pyrite",
    "6": "Scapolite",
    "7": "Turquoise",
    "8": "Opal",
    "9": "Grossular",
    "10": "Tsavorite",
    "11": "Larimar",
    "12": "Moonstone",
    "13": "Serpentine",
    "14": "Jade",
    "15": "Onyx Red",
    "16": "Ametrine",
    "17": "Coral",
    "18": "Amazonite",
    "19": "Chrysoberyl",
    "20": "Malachite",
    "21": "Fluorite",
    "22": "Amethyst",
    "23": "Prehnite",
    "24": "Kunzite",
    "25": "Diamond",
    "26": "Carnelian",
    "27": "Quartz Smoky",
    "28": "Jasper",
    "29": "Rhodolite",
    "30": "Pyrope",
    "31": "Pearl",
    "32": "Peridot",
    "33": "Dumortierite",
    "34": "Almandine",
    "35": "Aventurine Yellow",
    "36": "Sphene",
    "37": "Hessonite",
    "38": "Amber",
    "39": "Tanzanite",
    "40": "Spinel",
    "41": "Aventurine Green",
    "42": "Hiddenite",
    "43": "Lapis Lazuli",
    "44": "Tourmaline",
    "45": "Alexandrite",
    "46": "Danburite",
    "47": "Sapphire Purple",
    "48": "Spodumene",
    "49": "Sodalite",
    "50": "Garnet Red",
    "51": "Chalcedony",
    "52": "Kyanite",
    "53": "Rhodochrosite",
    "54": "Goshenite",
    "55": "Variscite",
    "56": "Benitoite",
    "57": "Bixbite",
    "58": "Zircon",
    "59": "Diaspore",
    "60": "Onyx Green",
    "61": "Quartz Rutilated",
    "62": "Sunstone",
    "63": "Chrome Diopside",
    "64": "Aquamarine",
    "65": "Iolite",
    "66": "Emerald",
    "67": "Rhodonite",
    "68": "Cats Eye",
    "69": "Beryl Golden",
    "70": "Quartz Beer",
    "71": "Labradorite",
    "72": "Andalusite",
    "73": "Andradite",
    "74": "Ruby",
    "75": "Quartz Rose",
    "76": "Onyx Black",
    "77": "Chalcedony Blue",
    "78": "Bloodstone",
    "79": "Chrysoprase",
    "80": "Sapphire Pink",
    "81": "Morganite",
    "82": "Citrine",
    "83": "Quartz Lemon",
    "84": "Zoisite",
    "85": "Chrysocolla",
    "86": "Topaz"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Alexandrite": 45,
    "Almandine": 34,
    "Amazonite": 18,
    "Amber": 38,
    "Amethyst": 22,
    "Ametrine": 16,
    "Andalusite": 72,
    "Andradite": 73,
    "Aquamarine": 64,
    "Aventurine Green": 41,
    "Aventurine Yellow": 35,
    "Benitoite": 56,
    "Beryl Golden": 69,
    "Bixbite": 57,
    "Bloodstone": 78,
    "Blue Lace Agate": 2,
    "Carnelian": 26,
    "Cats Eye": 68,
    "Chalcedony": 51,
    "Chalcedony Blue": 77,
    "Chrome Diopside": 63,
    "Chrysoberyl": 19,
    "Chrysocolla": 85,
    "Chrysoprase": 79,
    "Citrine": 82,
    "Coral": 17,
    "Danburite": 46,
    "Diamond": 25,
    "Diaspore": 59,
    "Dumortierite": 33,
    "Emerald": 66,
    "Fluorite": 21,
    "Garnet Red": 50,
    "Goshenite": 54,
    "Grossular": 9,
    "Hessonite": 37,
    "Hiddenite": 42,
    "Iolite": 65,
    "Jade": 14,
    "Jasper": 28,
    "Kunzite": 24,
    "Kyanite": 52,
    "Labradorite": 71,
    "Lapis Lazuli": 43,
    "Larimar": 11,
    "Malachite": 20,
    "Moonstone": 12,
    "Morganite": 81,
    "Onyx Black": 76,
    "Onyx Green": 60,
    "Onyx Red": 15,
    "Opal": 8,
    "Pearl": 31,
    "Peridot": 32,
    "Prehnite": 23,
    "Pyrite": 5,
    "Pyrope": 30,
    "Quartz Beer": 70,
    "Quartz Lemon": 83,
    "Quartz Rose": 75,
    "Quartz Rutilated": 61,
    "Quartz Smoky": 27,
    "Rhodochrosite": 53,
    "Rhodolite": 29,
    "Rhodonite": 67,
    "Ruby": 74,
    "Sapphire Blue": 3,
    "Sapphire Pink": 80,
    "Sapphire Purple": 47,
    "Sapphire Yellow": 4,
    "Scapolite": 6,
    "Serpentine": 13,
    "Sodalite": 49,
    "Spessartite": 0,
    "Sphene": 36,
    "Spinel": 40,
    "Spodumene": 48,
    "Sunstone": 62,
    "Tanzanite": 39,
    "Tigers Eye": 1,
    "Topaz": 86,
    "Tourmaline": 44,
    "Tsavorite": 10,
    "Turquoise": 7,
    "Variscite": 55,
    "Zircon": 58,
    "Zoisite": 84
  },
  "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": "4.32.1"
}