Problems of results on nyu_scv2

[Cresynia]

Hello! Thanks for sharing your code! And I have successfully run it. But when I ran the sc_depth v2, I couldn't get the corresponding results in the paper, it has a gap. And I also ran the provided model nyu_scv2, it also can't get the corresponding results. I don't know where I was wrong. Could you give me some help? Thanks!

[JiawangBian]

This is a reimplemented version, so the performance is slightly different from the original paper. If you need better results, you can use a larger batch size and increase training iterations.

[Cresynia]

Thanks for your answer! Could you tell me your default parameters, like the number of batch size, training iterations, some parameter in the config.py. (photo_weight, geometry_weight, smooth_weight), I find it is different from the paper. I want to reproduce it, really thanks!

[JiawangBian]

The current version is well-tuned, so you just need to increase batch size, based on your GPU memory, to improve the performance.