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Get eye gaze direction using low-cost camera with edge device

Get eye gaze direction using low-cost camera with edge device


Resolving Camera Position for a Practical Application of Gaze Estimation on Edge Devices



Most Gaze estimation research only works on a setup condition that a camera perfectly captures eyes gaze.


... study on gaze estimation with a logical camera setup position.


... practical application by using inexpensive edge devices with a realistic scenario.


That is, we first set up a shopping environment where we want to grasp customers gazing behaviors.


... apply the state-of-the-art of few-shot learning gaze estimation to reduce training sampling in the inference phase.


... implemented research on NVIDIA Jetson TX2 and achieve a reasonable speed, 12 FPS which is faster compared with our reference work, without much degradation of gaze estimation accuracy. ...



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