{
  "width": 320,
  "height": 176,
  "display_width": 320,
  "display_height": 172,
  "display_crop_top": 2,
  "layout": "NHWC",
  "dtype": "uint8",
  "border": "reflective overscan",
  "source": "pufanyi/flowers102",
  "preset": "oxford_flowers102_8k",
  "revision": "b61e48cb66625272ca3bf36442062362587fa9bb",
  "column": "image",
  "description": "All 8,189 curated Oxford 102 Flowers photographs, combined into one GAN training set with no unused validation download.",
  "source_url": "https://huggingface.co/datasets/pufanyi/flowers102",
  "license": "The Hugging Face mirror declares CC BY 4.0 and attributes the original Oxford 102 Flowers dataset; verify upstream terms before redistribution.",
  "upstream_size_gb": 0.347,
  "train": 8189,
  "test": 0,
  "selection_limit": 8189,
  "available_images": 8189,
  "source_splits_combined": [
    "train",
    "validation",
    "test"
  ],
  "class_count": 102,
  "selected_class_counts": {
    "45": 196,
    "73": 171,
    "51": 85,
    "88": 184,
    "80": 166,
    "6": 40,
    "52": 93,
    "55": 109,
    "74": 120,
    "12": 49,
    "93": 162,
    "75": 107,
    "35": 75,
    "42": 130,
    "59": 109,
    "83": 86,
    "20": 40,
    "76": 251,
    "60": 50,
    "44": 40,
    "72": 194,
    "57": 114,
    "49": 92,
    "10": 87,
    "27": 66,
    "77": 137,
    "94": 128,
    "69": 62,
    "0": 40,
    "5": 45,
    "28": 78,
    "50": 258,
    "34": 43,
    "11": 87,
    "62": 54,
    "47": 71,
    "31": 45,
    "36": 108,
    "64": 102,
    "70": 78,
    "41": 59,
    "32": 46,
    "56": 67,
    "23": 42,
    "39": 67,
    "79": 105,
    "66": 42,
    "63": 52,
    "54": 71,
    "100": 58,
    "71": 96,
    "24": 41,
    "21": 59,
    "46": 67,
    "40": 127,
    "15": 41,
    "17": 82,
    "16": 85,
    "96": 66,
    "67": 54,
    "65": 61,
    "13": 48,
    "87": 154,
    "43": 93,
    "25": 41,
    "85": 58,
    "3": 56,
    "19": 56,
    "95": 91,
    "82": 131,
    "81": 112,
    "99": 49,
    "30": 52,
    "89": 82,
    "97": 82,
    "92": 46,
    "91": 66,
    "4": 65,
    "14": 49,
    "58": 67,
    "61": 55,
    "7": 85,
    "53": 61,
    "22": 91,
    "26": 40,
    "33": 40,
    "29": 85,
    "48": 49,
    "84": 63,
    "18": 49,
    "9": 45,
    "8": 46,
    "101": 48,
    "90": 76,
    "1": 60,
    "78": 41,
    "38": 41,
    "86": 63,
    "37": 56,
    "98": 63,
    "68": 54,
    "2": 40
  },
  "selection_filter": "all Oxford 102 Flowers photographs; no unused validation split",
  "selection_audit": "selected_items.jsonl",
  "augmentation_profile": "flowers"
}