DORN_pytorch
DORN_pytorch copied to clipboard
PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation
It seems that while training, the regression prediction tensor is reshaped into [B, C, H, W]. Whereas in test time, only half of the output tensor is kept, resulting in...
on the kitti depth dataset site,should we also download the projected raw lidar scans,or will the annotated depth map dataset link be enough for evaluating this project?
How much is normal for dorn loss? I found it much larger than any other regular loss. And it may depends on alpha or beta?
Hi, have you been able to replicate the numbers reported in the paper with this codebase? If so, can you please share a pre-trained model? Thank you!
thanks for your great work
Hi, thank you for your contribution. Following the BerHuber loss that u implemented, I am not sure if that is the correct implementation. I would suggest something like this: class...
line 75 labels = labels.float()
There was an incorrect flag in original monodepth lidar projection which was kept there for reproducibility purposes. Using incorrect flag will calculate depth from lidar not the camera. see github.com/mrharicot/monodepth/issues/166#issuecomment-399392115
Hi, I am unsure how to run this code, as no instructions are provided. What should I do after cloning the repo for running the code? Or do I have...