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mobile_detection
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{
  "preprocessing": {
    "image_size": [
      224,
      224
    ],
    "color_mode": "rgb",
    "normalization": {
      "rescale": 0.00392156862745098,
      "description": "Pixel values normalized to [0,1]"
    },
    "data_format": "channels_last"
  },
  "data_pipeline": {
    "training_augmentation": {
      "rotation_range": 20,
      "width_shift_range": 0.2,
      "height_shift_range": 0.2,
      "horizontal_flip": true,
      "zoom_range": 0.2,
      "shear_range": 0.2,
      "fill_mode": "nearest"
    },
    "validation_processing": {
      "rescale_only": true
    }
  },
  "input_requirements": {
    "image_formats": [
      ".jpg",
      ".jpeg",
      ".png"
    ],
    "color_channels": 3,
    "expected_range": [
      0,
      255
    ],
    "batch_processing": true
  },
  "output_processing": {
    "prediction_threshold": 0.5,
    "class_mapping": {
      "negative": 0,
      "positive": 1
    },
    "confidence_scoring": true
  },
  "compatibility": {
    "framework": "tensorflow",
    "versions": [
      "2.x"
    ],
    "formats": [
      ".h5",
      ".tflite"
    ]
  }
}