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Greater training image resolution #25

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Dragonkingpan opened this issue Aug 23, 2023 · 1 comment
Open

Greater training image resolution #25

Dragonkingpan opened this issue Aug 23, 2023 · 1 comment

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@Dragonkingpan
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A very impressive work. I tested some cars and the generated OBJ files were able to obtain the outline of the car, but the surface seemed to have burrs like contour lines. I observed that the image used for training was 128x128, which is very small. I think such a small resolution may not include enough details of the car. I am not sure if increasing the resolution of the training image can improve the precision of the model. Thank you!
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@Lakonik
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Lakonik commented Aug 23, 2023

Hi! Thank you for your interest in our work. Simply increasing the training image resolution may improve the generated details to a certain degree, but there's still a limit since the triplane itself is 128x128. A better network architecture (not limited to triplanes) with higher capacity could solve this problem fundamentally.

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