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GESTURE RECOGNITION, GESTURE CONTROL AND NEURAL NETWORK TRAINING METHODS AND APPARATUSES, AND ELECTRONIC DEVICE

机译:手势识别,手势控制和神经网络训练方法和装置以及电子设备

摘要

Embodiments of the present application provide gesture recognition, gesture control and neural network training methods and apparatuses, and an electronic device. The gesture recognition method comprises: performing gesture information detection on an image by means of a neural network to obtain a hand possible region in the image, a gesture possible category, and a gesture possible category probability, the gesture possible category comprising no gesture category and at least one gesture category; if the detected gesture possible category of the maximum probability is the no gesture category, not outputting location information of the hand possible region in the image, otherwise outputting the location information of the hand possible region in the image and the detected gesture possible category of the maximum probability. By means of the embodiments of the present application, accurate recognition and tracking of gestures can be achieved.
机译:本申请的实施例提供姿势识别,姿势控制和神经网络训练方法和装置以及电子设备。手势识别方法包括:借助神经网络对图像进行手势信息检测,获取图像中的手可能区域,手势可能类别和手势可能类别概率,手势可能类别不包括手势类别,至少一个手势类别;如果检测到的最大概率手势可能类别为无手势类别,则不输出图像中手可能区域的位置信息,否则输出图像中手可能区域的位置信息和检测到的手势可能类别。最大概率。通过本申请的实施例,可以实现手势的准确识别和跟踪。

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