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{
  "dataset_stats": {
    "classification": {
      "train": {
        "total": 1725,
        "per_class": {
          "person": 69,
          "bicycle": 69,
          "car": 69,
          "motorcycle": 69,
          "airplane": 69,
          "bus": 69,
          "truck": 69,
          "traffic light": 69,
          "stop sign": 69,
          "bench": 69,
          "bird": 69,
          "cat": 69,
          "dog": 69,
          "horse": 69,
          "cow": 69,
          "elephant": 69,
          "bottle": 69,
          "cup": 69,
          "bowl": 69,
          "pizza": 69,
          "cake": 69,
          "chair": 69,
          "couch": 69,
          "potted plant": 69,
          "bed": 69
        }
      },
      "val": {
        "total": 375,
        "per_class": {
          "person": 15,
          "bicycle": 15,
          "car": 15,
          "motorcycle": 15,
          "airplane": 15,
          "bus": 15,
          "truck": 15,
          "traffic light": 15,
          "stop sign": 15,
          "bench": 15,
          "bird": 15,
          "cat": 15,
          "dog": 15,
          "horse": 15,
          "cow": 15,
          "elephant": 15,
          "bottle": 15,
          "cup": 15,
          "bowl": 15,
          "pizza": 15,
          "cake": 15,
          "chair": 15,
          "couch": 15,
          "potted plant": 15,
          "bed": 15
        }
      },
      "test": {
        "total": 400,
        "per_class": {
          "person": 16,
          "bicycle": 16,
          "car": 16,
          "motorcycle": 16,
          "airplane": 16,
          "bus": 16,
          "truck": 16,
          "traffic light": 16,
          "stop sign": 16,
          "bench": 16,
          "bird": 16,
          "cat": 16,
          "dog": 16,
          "horse": 16,
          "cow": 16,
          "elephant": 16,
          "bottle": 16,
          "cup": 16,
          "bowl": 16,
          "pizza": 16,
          "cake": 16,
          "chair": 16,
          "couch": 16,
          "potted plant": 16,
          "bed": 16
        }
      },
      "total": 2500
    },
    "detection": {
      "train": {
        "images": 1550,
        "labels": 1550
      },
      "val": {
        "images": 375,
        "labels": 375
      },
      "total_images": 1925
    },
    "issues": []
  },
  "image_size": 224,
  "imagenet_mean": [
    0.485,
    0.456,
    0.406
  ],
  "imagenet_std": [
    0.229,
    0.224,
    0.225
  ],
  "augmentations_train": [
    "RandomHorizontalFlip(p=0.5)",
    "RandomRotation(degrees=15)",
    "ColorJitter(brightness=0.2, contrast=0.2, saturation=0.1, hue=0.05)",
    "RandomZoomOut(side_range=(1.0,1.3), p=0.3)",
    "Resize(224,224)",
    "Normalize(ImageNet)"
  ],
  "augmentations_eval": [
    "Resize(224,224)",
    "Normalize(ImageNet)"
  ],
  "yolo_validation": "passed",
  "data_yaml": "C:\\Users\\Suba\\Documents\\Data science\\Guvi\\Proj 5 SmartVision AI - Intelligent Multi-Class Object Recognition System\\data\\processed\\smartvision_dataset\\detection\\data.yaml"
}