How to reproduce Fig.10(B)?

@Dolorousrtur 
Thank you for sharing this great work with us!

My question is : in order to reproduce Fig.10(B), i.e. different materials for different parts of a garment, do we need to retrain the model ?
If we can reproduce Fig.10(B) with the pretrained cvpr model, what exactly is the required set-up? 