Iro Laina
Iro Laina
Hi, The original model was trained in matconvnet. We later converted its parameters to tensorflow. The predictions from the converted model were also tested by the matlab script that we...
Hi, Batch normalization was initialized from ImageNet where possible, 0s (mean) and 1s (variance) for the new layers. Momentum was 0,9 and epsilon 1e-5. So standard values. I think, too,...
What is your Python version?
Hi, please unzip the contents directly into models/ (remove the folder NYU_FCRN.ckpt)
Indeed, there exists an invalid depth border for the ground truth. We mask it out during training, along with all the other invalid pixels. We have not filled in any...
Hi, actually we did not crop the input RGB and thus rescaling the prediction to full resolution should be in alignment with the ground truth. Differently to other papers in...
Hi, thanks for pointing this one out! We did indeed get the errors that we have reported in the paper. This is what we see in our machines, using Matlab...