data/dataset_stats.json

{
  "dataset_info": {
    "name": "Pollinator Insects Dataset",
    "version": "1.0.0",
    "description": "High-quality images of 10 pollinator insect species",
    "total_images": 2063,
    "num_classes": 10,
    "created_date": "2025-06-29T21:53:46.290511",
    "author": "Leonel Gonzalez Vidales",
    "repository": "leonelgv/pollinator-insects-dataset"
  },
  "splits": {
    "train": {
      "count": 1443,
      "percentage": 69.9
    },
    "validation": {
      "count": 206,
      "percentage": 10.0
    },
    "test": {
      "count": 414,
      "percentage": 20.1
    }
  },
  "class_distribution": {
    "7": 1081,
    "8": 982
  },
  "image_statistics": {
    "avg_width": 454.3,
    "avg_height": 426.7,
    "avg_aspect_ratio": 1.123,
    "avg_file_size_mb": 0.09,
    "total_size_gb": 0.18,
    "width_range": [
      180,
      2048
    ],
    "height_range": [
      154,
      1638
    ]
  },
  "quality_checks": {
    "images_processed": 2063,
    "images_valid": 2063,
    "duplicate_hashes": 5,
    "avg_quality_score": "Medium"
  }
}