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FACE DETECTION, POSE ESTIMATION, AND DISTANCE FROM A CAMERA ESTIMATION USING A SINGLE NETWORK

机译:使用单网络的人脸检测,姿势估计和相机估计的距离

摘要

A single network encodes and decodes an image captured using a camera on a device. The single network detects if a face is in the image. If a face is detected in the image, the single network determines properties of the face in the image and outputs the properties along with the face detection output. Properties of the face may be determined by sharing the task for face detection. Properties of the face that are output along with the face detection output include the location of the face, the pose of the face, and/or the distance of the face from the camera.
机译:单个网络对使用设备上的摄像头捕获的图像进行编码和解码。单个网络会检测图像中是否有面部。如果在图像中检测到面部,则单个网络确定图像中面部的属性,并将该属性与面部检测输出一起输出。可以通过共享用于面部检测的任务来确定面部的属性。与面部检测输出一起输出的面部属性包括面部位置,面部姿势和/或面部与相机的距离。

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