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trinanjan12 / Virtual-Try-on-

Reimplimenatation of the paper Down to the Last Detail: Virtual Try-on with Detail Carving
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processed data #1

Closed tiam-22 closed 4 years ago

tiam-22 commented 4 years ago

Hello @trinanjan12 Thanks for this great work, can you provide the processed data(e.g. semantic parsing, cloth mask).

trinanjan12 commented 4 years ago

If you want to use the infamous viton data then you will get it online, only thing you gotta do is create densepose from using detectron2 densepose

If you want use your own data create segmentation using graphonomy. Cloth mask is a hard problem. If your clothing images has particular colour background then you can remove easily, like zalando images otherwise probably use grabcut. I haven't found something very effective

Note : This repo mostly follows the Original repo and instead of using keypoints i was using densepose to check if i get better results. I haven't worked on it for a while and not sure if everything works smoothly. You are most welcome to contribute

trinanjan12 commented 4 years ago

If you want to use the infamous viton data then you will get it online, only thing you gotta do is create densepose from using detectron2 densepose

If you want use your own data create segmentation using graphonomy. Cloth mask is a hard problem. If your clothing images has particular colour background then you can remove easily, like zalando images otherwise probably use grabcut. I haven't found something very effective

Note : This repo mostly follows the Original repo and instead of using keypoints i was using densepose to check if i get better results. I haven't worked on it for a while and not sure if everything works smoothly. You are most welcome to contribute

tiam-22 commented 4 years ago

Thanks a lot for your reply. I want to use the MPV dataset, and I only get original data that including person and cloth mixed folder and a data_pair file. I would appreciate it if you could provide the processed data.

trinanjan12 commented 4 years ago

check out this GitHub account. https://github.com/Yagami360/virtual-try-on_exercises_pytorch

tiam-22 commented 4 years ago

Thank you very much. But it is not MPV dataset. I need conduct experiments on the same dataset and compare the results with other papers(e.g. DOWN-TO-THE-LAST-DETAIL-VIRTUAL-TRY-ON-WITH-DETAIL-CARVING).

trinanjan12 commented 4 years ago

Sorry, I am not currently working on this don't remember using the MPV dataset. I think I had tested it with yagami dataset or some data that I had scrapped. I was more interested to check out if densepose could make any difference!