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1ae181a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | #!/usr/bin/env python3
"""
检查TuringEyeTest数据集的格式
"""
from datasets import load_from_disk
def main():
print("=== 检查TuringEyeTest数据集格式 ===")
# 加载数据集
dataset_path = "/mnt/moonfs/kimiv-ksyun/xulin/datasets/TuringEyeTest"
dataset = load_from_disk(dataset_path)
print(f"数据集结构:")
print(dataset)
print()
# 查看每个split的信息
for split_name in dataset.keys():
split_data = dataset[split_name]
print(f"=== {split_name} ===")
print(f"样本数: {len(split_data)}")
print(f"列名: {split_data.column_names}")
print(f"特征: {split_data.features}")
# 查看第一个样本
if len(split_data) > 0:
example = split_data[0]
print(f"第一个样本:")
for key, value in example.items():
if key == "Image":
print(f" {key}: {type(value)} - 尺寸: {value.size if hasattr(value, 'size') else 'N/A'}")
else:
print(f" {key}: {repr(value)}")
print()
if __name__ == "__main__":
main()
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