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ARTICLE DAMAGE DETECTION METHOD AND APPARATUS AND ARTICLE DAMAGE DETECTOR

机译:关节损伤检测方法及装置和关节损伤检测器

摘要

The present specification provides methods, apparatuses, and devices for detecting damages to an article. In one aspect, the method includes: obtaining at least two images that are time sequentially related and show the article at different angles; providing the at least two images as input to a detection model in time order, wherein the detection model comprises a first sub-model and a second sub-model that have been jointly trained on training samples associated with labels indicating respective article damage degrees; processing the at least two images using the first sub-model to determine a feature processing result based on respective features identified from each image; processing the feature processing result using the second sub-model to perform time series analysis on the feature processing result to determine a damage detection resu and obtaining, as output from the detection model, the damage detection result.
机译:本说明书提供了用于检测物品损坏的方法,装置和设备。一方面,该方法包括:获得时间顺序相关并且以不同角度显示物品的至少两个图像;以及按时间顺序将至少两个图像作为输入提供给检测模型,其中,检测模型包括第一子模型和第二子模型,所述第一子模型和第二子模型已经在与指示各个物品损坏程度的标签相关联的训练样本上共同训练;使用所述第一子模型处理所述至少两个图像,以基于从每个图像中识别出的各个特征,确定特征处理结果;使用第二子模型对特征处理结果进行处理,对特征处理结果进行时间序列分析,确定损伤检测结果;作为检测模型的输出,获取损伤检测结果。

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