一种图像数据处理方法、装置、电子设备及存储介质

By acquiring and associating the storage path, environmental attributes, and label information of intelligent driving image datasets, detailed label statistics are generated, solving the problem of insufficient label information in image datasets and improving image selection accuracy and model training efficiency.

CN117173453BActive Publication Date: 2026-07-17CHINA AUTOMOTIVE INNOVATION CORP
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
CHINA AUTOMOTIVE INNOVATION CORP
Filing Date
2023-08-07
Publication Date
2026-07-17

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Abstract

本申请公开了图像数据处理方法、装置、电子设备及存储介质，其中，图像数据处理方法可应用于智能驾驶领域，该方法包括：获取多个样本图像中每个样本图像对应的存储路径、环境属性信息以及图像标签信息；对于每个样本图像，基于样本图像对应的图像标签信息，确定样本图像对应的对象类别中每种对象类别的数量，得到样本图像对应的至少一个对象类别统计信息；汇总样本图像对应的至少一个对象类别统计信息，得到样本图像对应的标签统计信息；关联样本图像对应的环境属性信息、样本图像对应的标签统计信息以及样本图像的存储路径，得到每个样本图像在数据总表中对应的记录。本申请提高了图像筛选的精度。
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