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Vehicle damage detection method based on image analysis, electronic device and storage medium

机译:基于图像分析,电子设备和存储介质的车辆损伤检测方法

摘要

A vehicle damage detection method based on image analysis, an electronic device, and a storage medium are provided. In the vehicle damage detection method, query images are obtained by filtering received images through a pre-trained Single Shot MultiBox Detector (SSD) object detection model, and a feature vector of each of the query images is obtained by inputting each of the query images into a residual network. Target output data is obtained using a Transformer model, similar images of the query images are obtained by processing the target output data using a pre-trained similarity judgment model. Loss of a current vehicle damage assessment case is evaluated based on similar cases, and evaluated loss is outputted. By utilizing the vehicle damage detection method, effectiveness of the vehicle damage detection is improved, and automatic evaluation of a loss is achieved.
机译:提供了一种基于图像分析,电子设备和存储介质的车辆损伤检测方法。 在车辆损伤检测方法中,通过通过预先训练的单拍摄多射门检测器(SSD)对象检测模型来滤除接收的图像获得查询图像,并且通过输入每个查询图像来获得每个查询图像的特征向量 进入剩余网络。 使用变压器模型获得目标输出数据,通过使用预先训练的相似性判断模型处理目标输出数据来获得查询图像的类似图像。 基于类似情况评估当前车辆损伤评估案例的丢失,并输出评估的损耗。 通过利用车辆损伤检测方法,提高了车辆损伤检测的有效性,并且实现了对损耗的自动评估。

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