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maria-korosteleva / Garment-Pattern-Estimation

Reconstructing garment sewing patterns from 3D point clouds
MIT License
112 stars 15 forks source link

does it work with general 3d objects? #4

Closed destlaver closed 11 months ago

destlaver commented 1 year ago

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 1 year ago

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 1 year ago

Sadly I haven't any training set. How many samples do you think are needed?

maria-korosteleva commented 1 year ago

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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