SWHL/RapidOCR
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End of preview.
文本检测测试集
数据集简介
- 该测试集包括卡证类、文档类和自然场景三大类。其中卡证类有82张，文档类有75张，自然场景类有55张。
- 该数据集可以结合文本检测指标评测库-TextDetMetric使用，快速评测各种文本检测算法。
- 关于该数据集，欢迎小伙伴贡献更多数据呦！有任何想法，可以前往issue讨论。
数据集支持的任务
可用于自定义数据集下的模型验证和性能评估等。
数据集加载方式
from datasets import load_dataset
dataset = load_dataset("SWHL/text_det_test_dataset")
test_data = dataset['test']
print(test_data)
数据集生成的相关信息
原始数据
数据来源于网络，如侵删。
数据集标注
数据集使用labelme标注，json格式差别在于
imagePath字段改写为了file_name字段。其余相同。数据集标注为
json格式，示例如下：{ "version": "4.5.6", "flags": {}, "shapes": [ { "label": "", "points": [ [ 486.0, 751.0 ], [ 588.0, 751.0 ], [ 588.0, 779.0 ], [ 486.0, 779.0 ] ], "group_id": null, "shape_type": "polygon", "flags": {} }, { "label": "", "points": [ [ 385.1382113821138, 686.6178861788618 ], [ 592.4552845528456, 688.2439024390244 ], [ 589.2032520325204, 739.4634146341464 ], [ 386.7642276422764, 737.0243902439024 ] ], "group_id": null, "shape_type": "polygon", "flags": {} } ], "file_name": "19.png", "imageData": "xxxxxx", "imageHeight": 784, "imageWidth": 613 }
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Models trained or fine-tuned on SWHL/text_det_test_dataset