yihuacheng / PureGaze

Code of Puregaze: Purifying gaze feature for generalizable gaze estimation, AAAI 2022.
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some question about gaze estimation #2

Open jxncyym opened 2 years ago

jxncyym commented 2 years ago

@yihuacheng hello, now I only have a RGB camera, I can use this camera to capture people face image. How to label the gaze vector(pitch, yaw) based on the image I captured? Then I can use my own dataset to train the model. Is there some method to label the data,or some paper to I can reference?

or Are there some methods to get the gaze vector(pitch, yaw) only use the RGB image through deep learning method or non deep learning method? Is there some paper to reference? Thank you!

我英文不是很好,我用中文重复下。您好,我想问下,我现在仅有一部RGB的相机,我可以用这部相机拍摄一些人脸图像,我如何去标注该人脸图像的视线方向(pitch, yaw)呢?从而构造自己的数据集,用于模型的训练?

或者有什么方法可以直接从RGB图像直接得到视线方向(pitch, yaw),无论是深度学习或传统机器学习。有什么论文可以参考吗?谢谢!