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agriscan-efficientnet

Image Classification
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Safetensors
efficientnet
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agriscan-efficientnet
File size: 3,959 Bytes 
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{
  "architectures": [
    "EfficientNetForImageClassification"
  ],
  "batch_norm_eps": 0.001,
  "batch_norm_momentum": 0.99,
  "depth_coefficient": 1.0,
  "depth_divisor": 8,
  "depthwise_padding": [],
  "drop_connect_rate": 0.2,
  "dropout_rate": 0.2,
  "dtype": "float32",
  "expand_ratios": [
    1,
    6,
    6,
    6,
    6,
    6,
    6
  ],
  "hidden_act": "swish",
  "hidden_dim": 1280,
  "id2label": {
    "0": "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 Huanglongbing (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"
  },
  "image_size": 224,
  "in_channels": [
    32,
    16,
    24,
    40,
    80,
    112,
    192
  ],
  "initializer_range": 0.02,
  "kernel_sizes": [
    3,
    3,
    5,
    3,
    5,
    5,
    3
  ],
  "label2id": {
    "Apple Black rot": 1,
    "Apple Cedar apple rust": 2,
    "Apple healthy": 3,
    "Apple scab": 0,
    "Blueberry healthy": 4,
    "Cherry (including sour) healthy": 6,
    "Cherry (including sour) powdery mildew": 5,
    "Corn (maize) Cercospora leaf spot gray leaf spot": 7,
    "Corn (maize) common rust": 8,
    "Corn (maize) healthy": 10,
    "Corn (maize) northern leaf blight": 9,
    "Grape Black rot": 11,
    "Grape Esca (Black Measles)": 12,
    "Grape Leaf blight (Isariopsis Leaf Spot)": 13,
    "Grape healthy": 14,
    "Orange Huanglongbing (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 mosaic virus": 36,
    "Tomato Tomato yellow leaf curl virus": 35,
    "Tomato healthy": 37
  },
  "model_type": "efficientnet",
  "num_block_repeats": [
    1,
    2,
    2,
    3,
    3,
    4,
    1
  ],
  "num_channels": 3,
  "num_hidden_layers": 64,
  "out_channels": [
    16,
    24,
    40,
    80,
    112,
    192,
    320
  ],
  "out_features": null,
  "pooling_type": "mean",
  "problem_type": "single_label_classification",
  "squeeze_expansion_ratio": 0.25,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7"
  ],
  "strides": [
    1,
    2,
    2,
    2,
    1,
    2,
    1
  ],
  "transformers_version": "4.57.3",
  "width_coefficient": 1.0
}