Comments (3)
WuZhuoran
commented on July 19, 2024
The ELG_i6036_f6036_n32_m2 is trained on UnityEyes Dataset. If you want to evaluate on MPIIGaze dataset, you can check cross dataset evaluation section in the paper.
Also, estimate_gaze_from_landmarks is not used for inference. maybe you can try this gaze to calculate the real gaze.
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Fordacre
commented on July 19, 2024
@MinjingLin Have you solved the problem? I want to test the model for gaze estimation too but can't find the code. Besides, I guess the # angular error # used in the paper is # mean angular error # which should be 8.8 / 2 = 4.4? I'm not sure about it.
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Fordacre
commented on July 19, 2024
Update, I found how to compute the angular error (gaze estimation error) in this paper: He, Z., Spurr, A., Zhang, X., & Hilliges, O. (n.d.). Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks. 6932–6941. (Page 5)
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Related Issues (20)
- Theta and Phi
- Train-data parameter in elg-demo file
- Video_out is not defined when using record_video for testing elg demo
- Running demo elg using CPU gives overlapping frame of original image and segmented eye image instead of segmented eye image in top-left corner
- Could you share code to test on different data sets?
- can_use_eye, can_use_eyelid and can_use_iris in elg_demo.py are False HOT 1
- Stuck with --from_video option HOT 3
- Could you please tell me where the pre-training weight should be placed in the Windows system?
- The project only has elg demo. how to run dpg demo
- RuntimeError: Error deserializing object of type int64 while deserializing a floating point number.
- Some questions about the 'unityeyes.py'
- iris_centre is not mean of iris_landmarks?
- About train/test data in MPIIGaze.h5
- Collaboration offer to help progress
- Gaze Vector Accuracy HOT 1
- elgo_demo.py stucks after video is closed HOT 1
- python and tensorflow version
- [TUTORIAL] How to save ELG model to .onnx and further to TensorRT .engine HOT 1
- Long proc time when running elg_demo.py on CPU HOT 1
- Can not get pre-trained weights
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