adldotori/clothflow

ClothFlow Implementation

📘 Technology Stack 📘

     
           

       

       

clothflow's Issues

stuck at stage0

Hi Adldotori,

I am reading your paper "ClothFlow" and am very appreciate for your work.
Although this article is a few years age, it has laid a solid foundation in this field, so I am trying to reconstruct the training process of ClothFlow and encountered some problems at stage0, (data preparation I guess).

I have downloaded the MVC data and completed the size conversion with resize.py.

From your code, it seems that make_dataset.py and make_seg.py are used to complete the seg and pose steps, which will call CIPH_PGN and pytorch_Realtime_Multi-Person_Pose_Estimation to do the related work.

When using make_dataset.py and make_seg.py, I used sys.path.add to specify the relevant paths, but encountered errors: No module named 'a_pose' and No module named 'seg'.

I also noticed that you called the segmentation and pose functions, but I did not see these two functions in these two related projects you mentioned and your code also. If you have also modified the two codes you mentioned, could you please kindly put the relevant parts in this project together or release them in any way.

I am very grateful for your work and look forward to your reply. All the best.

what is theta_generator role in stage 2?

what is theta_generator role in stage 2?
I think it is a pretrained model. after it, the processed input will feed in flownet model.

theta_generator = ClothNormalizer(nc=nc)
load_checkpoint(theta_generator, init_CN)

theta = theta_generator(con_cloth_mask, tar_cloth_mask)
grid1 = projection_grid(theta, con_cloth_mask.shape)
grid2 = projection_grid(theta, con_cloth.shape)
con_cloth_mask = Ft.grid_sample(con_cloth_mask, grid1).detach()
con_cloth = Ft.grid_sample(con_cloth, grid2, padding_mode="border").detach()
con_cloth = con_cloth * con_cloth_mask + (1 - con_cloth_mask)

[F, warp_cloth, warp_mask] = model(torch.cat([con_cloth, con_cloth_mask], 1), tar_cloth_mask)

How to install requirements.txt? I found that both pip and conda cannot install it successfully.

How to install requirements.txt? I found that both pip and conda cannot install it successfully.

can you tell me what MVC dataset is？ thank you~~~

trained model for testing?

Thanks for your excellent work !
Are there any link to download trained model for testing image?