Closed Polaralia closed 10 months ago
Hi @Polaralia, Thank you for your interest in our work! To answer your questions:
Hi @Limbor thank you for the explanation! Now i understand the paper better. For the warping method which one do you use? I am not familiar with warping but curious about this. Is there a fixed resolution to output the flow pixels and how long do you need to train it?
@Polaralia In our experiments, we used PF-AFN as the backbone of the warping module and only trained on 256*192 resolution, it took about 10 hours. I hope this clarifies your doubts.
Hi @Limbor thank you. Do you know if your method works for other kinds of garments other than the top garment? for example bottom clothes. It seems that the warping model only deals with the top, do you know if the method works for bottom/other kinds of clothes/dress?
Hi @Polaralia. Actually, in supplementary, we have conducted experiments on DressCode, which contains three categories of clothes (i.e., top, bottom and dresses). According to the experiment results, the warping module is capable to handle different kinds of clothes.
@Limbor Thank you for the clarification. This is a very interesting contribution. If i am correct, the warping module for the PF-AFN only deals with top category, but you have trained it for all categories? I am curious do you know for out of distribution data does the prediction work accurately and what are some bad edge cases you have seen? Will you be releasing the checkpoints/code for this too?
I am interested in building on your work and learn how the warping model works with diffusion. I am not publishing in the try on space but working more generally in the diffusion space and will cite your work where relevant if I manage to publish. Thank you for your work!
@Polaralia Yes, we trained on other clothes categories using the PF-AFN network without specific modifications. In terms of effect, the prediction of pants may be simpler, but the prediction of the length of skirts (especially dresses) is a more difficult issue. Regarding the training code of DressCode, we will also release it later.
Hi @Limbor, thanks for sharing! I am certainly interested in checking out the checkpoint/prediction example code for the warping models if you have it available as I am curious about the effects of warping, thank you!
Thanks for releasing the code @Limbor. Is the warping model available as well?
Yes, we have released its model weight, named warp_viton.pth, and we will also release the inference and training code for warping modules and the usage of them.
@Limbor when do you think you will be able to provide code for inference ?
@RishiGitH We have released the inference and training code for warping module
@Limbor i have 5 images of a girl and 2 images of cloth... can we generate image from this??
@sudip550 If you want to test this model on your own data, you should first do some preprocessing on your data refereing to https://github.com/sangyun884/HR-VITON/issues/45#issue-1515217009 and then do warping and blending with our model.
Hi thanks for your contribution. I have some questions on the work as I'm confused by the training details in the paper.
Warping model:
Thanks for your work again