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
arXiv paper abstract https://arxiv.org/abs/2201.02946v1
arXiv PDF paper https://arxiv.org/pdf/2201.02946v1.pdf
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. ...
Please like and share this post if you enjoyed it using the buttons at the bottom!
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
Comments