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Key point detection method, apparatus, electronic device and storage medium

机译:关键点检测方法,装置,电子设备和存储介质

摘要

The present invention provides a key point detection method, apparatus, electronic device and storage medium, the method comprising the steps of: acquiring an image to be detected; generating an image feature map and a plurality of key point heat maps based on the image to be detected, wherein the image feature map is for indicating a relative positional relationship between each target object in the image to be detected, each of the key points the point heat map includes key points of one category of the image to be detected, and key points of different categories correspond to different parts of the target object; generating a key point image model based on the image feature map and the plurality of key point heat maps, wherein the key point image model includes information on key points of different categories among the images to be detected and information on connection edges , and each connecting edge is an edge between key points of two different categories; and determining each key point belonging to the same target object based on the key point image model.
机译:本发明提供了一种关键点检测方法,装置,电子设备和存储介质,该方法包括以下步骤:获取要检测的图像;基于要检测的图像生成图像特征映射和多个键点热图,其中图像特征映射用于指示要检测到的图像中的每个目标对象之间的相对位置关系,每个关键点点热图包括要检测的一个类别的一个类别的关键点,不同类别的关键点对应于目标对象的不同部分;基于图像特征映射和多个键点热图产生关键点图像模型,其中关键点图像模型包括关于要检测的图像中的不同类别的关键点的信息以及关于连接边缘的信息,以及每个连接边缘是两个不同类别的关键点之间的边缘;并基于关键点图像模型确定属于相同目标对象的每个关键点。

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