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Hi, as someone interested in both ML and fashion, this is pretty cool! How are you addressing the idiosyncrasies of how clothing can fit differently? Personall
by turingexam 5y ago
Hi, as someone interested in both ML and fashion, this is pretty cool!
How are you addressing the idiosyncrasies of how clothing can fit differently? Personally, I like wearing a variety of different fits (slim/boxy/etc).
From your demo, it seems like the model is learning a single type of fit (the average of your training data?) and then mapping a texture + details onto this single fit.
In physical reality, the fit of a garment is obviously affected by both body type and garment measurements (as alluded to in other comments). Data quality (e.g., consistent scale and angle) also would be important. I imagine that because of these factors, the fit estimation problem is very challenging.
Best of luck with these interesting challenges!
- likedan5 5y agoYou right, we don't handle fitting at the moment. It's difficult bc most e-commerce don't have diverse body shape model and many other reasons. We are working on it, will take some time for sure.