Sagnik Das comments

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                                            Sagnik Das

I've completed the form a few days ago, could you please send the username and password to [email protected]? Thanks so much for your work!

We were having data storage issues. It is solved now. I will send the credentials soon. Please try downloading after you receive the uname and passw. Apologies for the inconvenience!

Loader for joint training

yeah, input is the image, load the wc ground-truth, and bm ground-truth.

Loader for joint training

Sorry for delaying this, will try to do this by the weekend. You can also do it pretty easily, just combine two training codes and rename the variables accordingly. In...

Reproducing Fig. 7 with infer.py

I believe this is happening due to some error in the shape network regression, it could be related to normalization. Could you please share the output of the shape network?

Reproducing Fig. 7 with infer.py

This issue is resolved if you use scipy (

Question about loss and training of refinement network

1. Yes, that's how shading map is calculated. Make sure to scale the values of the map. 2. The normal estimation network is pretrained with L2. While training Shading estimation...

Question about loss and training of refinement network

Do something like this: `shdmap=np.divide(img,alb,out=np.zeros_like(img), where=alb!=0).astype(np.float32)`

Question about loss and training of refinement network

We didn't scale the values. Used ReLU as the final activation for shading map regression. However, people often use log scale.

Question about loss and training of refinement network

Yeah, correct!

When could the server be OK for us to download this dataset?

You have to wait for a week or so. We are trying to figure out a better way to serve the dataset. Due to high demands, we're currently experiencing server...