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some problem about the predict about gaze360 HOT 9 CLOSED

jxncyym avatar jxncyym commented on July 18, 2024
some problem about the predict

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Comments (9)

liyixin-1 avatar liyixin-1 commented on July 18, 2024

@jxncyym I'm having the same problem as you, can you tell me about your reproduction process?

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erkil1452 avatar erkil1452 commented on July 18, 2024

The predicted gaze vector should be [0,0,1] when you look into the camera. It should not matter where the camera is.

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jxncyym avatar jxncyym commented on July 18, 2024

@erkil1452 then what should I do to make the gaze vector to be [0,0,1] when look into the camera, could you describle the procedure detail?
I found some describles in your paper
image

for the formula
image
I want to confirm something :
1.the gL is the gaze vector predicted by our model ? and image is the norm of gL?
2. then how to calculate the E when I predict the gaze using a video or a image capture with the camera within the labtop?

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erkil1452 avatar erkil1452 commented on July 18, 2024

You misunderstood. The output of the neural network should already be [0,0,1] (or -1?). You do not need to do anything.

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jxncyym avatar jxncyym commented on July 18, 2024

@erkil1452 as you said, why I can't get the correct gaze vector when I predict the gaze vector with a video? but I can get the correct result when I use the camera within the labtop, as I sit in front of the labtop,and the eyes have the same height with the camera? I can't understand and I don't know why?

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erkil1452 avatar erkil1452 commented on July 18, 2024

So it works for you with images from a webcam? That is great! Then you just need to debug what is wrong with the video sequence. I am sure it must be some small error somewhere. Perhaps try to record video from your webcam to make the conditions as similar as possible.

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jxncyym avatar jxncyym commented on July 18, 2024

ok, I will try it tomorrow, maybe there are still some question want to consult you

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jxncyym avatar jxncyym commented on July 18, 2024

@erkil1452 I find the problem and solved it, thankyou

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erkil1452 avatar erkil1452 commented on July 18, 2024

Glad to hear that!

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