does it work with general 3d objects?
destlaver opened this issue · 3 comments
destlaver commented
Hi, great work here. I was wondering if it could be used to predict sewing patterns for a dog plush for example
maria-korosteleva commented
Hi @destlaver, thank you! 😊
If I understand correctly, plush patterns can follow the same sewing pattern structure as garments, so I don't see why not! As long as you have a suitable dataset to train the model on
There might be some caveats, e.g. representing higher degrees of curvatures... Grouping of panel classes (needed for unseen generalization) might not be as straightforward, but I believe it's all solvable
destlaver commented
Sadly I haven't any training set. How many samples do you think are needed?
maria-korosteleva commented
We used 12000-20000 samples in our training dataset. I think this number
could be a good guideline for your problem. However, it will depend on the
amount of variation in your data that you would like to cover =)
пт, 10 мар. 2023 г. в 11:23, destlaver ***@***.***>:
… Sadly I haven't any training set. How many samples do you think are needed?
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