cleinc / bts

From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation

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Loss on raw depth from sensor

progwiz opened this issue · comments

Hello,

I am trying to train the model on my own dataset. Raw depth data from the sensor typically has many zero valued pixels in it (around occlusions etc.). Can you tell us how you calculate the loss for such pixels, are they ignored in the provided implementation?

@progwiz You are right. In our implementation, loss is defined only for pixels that have depth values.

Thank you