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Abhiram4
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PlantDiseaseDetectorSwinv2

Image Classification
Transformers
Safetensors
swinv2
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PlantDiseaseDetectorSwinv2
File size: 4,193 Bytes 
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{
  "_name_or_path": "microsoft/swinv2-tiny-patch4-window8-256",
  "architectures": [
    "Swinv2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    6,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 96,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "Apple___Apple_scab",
    "1": "Apple___Black_rot",
    "2": "Apple___Cedar_apple_rust",
    "3": "Apple___healthy",
    "4": "Blueberry___healthy",
    "5": "Cherry_(including_sour)___Powdery_mildew",
    "6": "Cherry_(including_sour)___healthy",
    "7": "Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot",
    "8": "Corn_(maize)___Common_rust_",
    "9": "Corn_(maize)___Northern_Leaf_Blight",
    "10": "Corn_(maize)___healthy",
    "11": "Grape___Black_rot",
    "12": "Grape___Esca_(Black_Measles)",
    "13": "Grape___Leaf_blight_(Isariopsis_Leaf_Spot)",
    "14": "Grape___healthy",
    "15": "Orange___Haunglongbing_(Citrus_greening)",
    "16": "Peach___Bacterial_spot",
    "17": "Peach___healthy",
    "18": "Pepper,_bell___Bacterial_spot",
    "19": "Pepper,_bell___healthy",
    "20": "Potato___Early_blight",
    "21": "Potato___Late_blight",
    "22": "Potato___healthy",
    "23": "Raspberry___healthy",
    "24": "Soybean___healthy",
    "25": "Squash___Powdery_mildew",
    "26": "Strawberry___Leaf_scorch",
    "27": "Strawberry___healthy",
    "28": "Tomato___Bacterial_spot",
    "29": "Tomato___Early_blight",
    "30": "Tomato___Late_blight",
    "31": "Tomato___Leaf_Mold",
    "32": "Tomato___Septoria_leaf_spot",
    "33": "Tomato___Spider_mites Two-spotted_spider_mite",
    "34": "Tomato___Target_Spot",
    "35": "Tomato___Tomato_Yellow_Leaf_Curl_Virus",
    "36": "Tomato___Tomato_mosaic_virus",
    "37": "Tomato___healthy",
    "38": "algal_spot",
    "39": "brown_blight",
    "40": "gray_blight",
    "41": "healthy",
    "42": "helopeltis",
    "43": "red_spot"
  },
  "image_size": 256,
  "initializer_range": 0.02,
  "label2id": {
    "Apple___Apple_scab": 0,
    "Apple___Black_rot": 1,
    "Apple___Cedar_apple_rust": 2,
    "Apple___healthy": 3,
    "Blueberry___healthy": 4,
    "Cherry_(including_sour)___Powdery_mildew": 5,
    "Cherry_(including_sour)___healthy": 6,
    "Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot": 7,
    "Corn_(maize)___Common_rust_": 8,
    "Corn_(maize)___Northern_Leaf_Blight": 9,
    "Corn_(maize)___healthy": 10,
    "Grape___Black_rot": 11,
    "Grape___Esca_(Black_Measles)": 12,
    "Grape___Leaf_blight_(Isariopsis_Leaf_Spot)": 13,
    "Grape___healthy": 14,
    "Orange___Haunglongbing_(Citrus_greening)": 15,
    "Peach___Bacterial_spot": 16,
    "Peach___healthy": 17,
    "Pepper,_bell___Bacterial_spot": 18,
    "Pepper,_bell___healthy": 19,
    "Potato___Early_blight": 20,
    "Potato___Late_blight": 21,
    "Potato___healthy": 22,
    "Raspberry___healthy": 23,
    "Soybean___healthy": 24,
    "Squash___Powdery_mildew": 25,
    "Strawberry___Leaf_scorch": 26,
    "Strawberry___healthy": 27,
    "Tomato___Bacterial_spot": 28,
    "Tomato___Early_blight": 29,
    "Tomato___Late_blight": 30,
    "Tomato___Leaf_Mold": 31,
    "Tomato___Septoria_leaf_spot": 32,
    "Tomato___Spider_mites Two-spotted_spider_mite": 33,
    "Tomato___Target_Spot": 34,
    "Tomato___Tomato_Yellow_Leaf_Curl_Virus": 35,
    "Tomato___Tomato_mosaic_virus": 36,
    "Tomato___healthy": 37,
    "algal_spot": 38,
    "brown_blight": 39,
    "gray_blight": 40,
    "healthy": 41,
    "helopeltis": 42,
    "red_spot": 43
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swinv2",
  "num_channels": 3,
  "num_heads": [
    3,
    6,
    12,
    24
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "pretrained_window_sizes": [
    0,
    0,
    0,
    0
  ],
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.42.4",
  "use_absolute_embeddings": false,
  "window_size": 8
}