nishat faruqui khan brahimi

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Sewing Pattern Image Generation
*!uncompleted!*

I'm a sewer and one day I'd love to be able to make dresses for myself from sewing patterns that are my own creation. I love designer dresses but can't always afford them; so I decided to create something that will allow me to generate patterns for dresses in designer styles that I love. A designer that I currently love is Nensi Dojaka.

I've been messing around with Stable Diffusion and textual inversion in order to train a model on this style and generate new dresses. Although it definitely needs some work, I got it going.

An example of a some real Nensi Dojaka styles:

And my model's generations:

I obviously have some work to do but right now I'm just having fun with the process.

I'm currently focusing on finding a model that is better than Stable Diffusion at specifically generating hyper-realistic photo images of humans and then training that. (currently messing around with this one). Once that's done then I want to plug these images into a neural radiance field in order to create a 360° rendering of the image so that I can eventually create a sewing pattern of the outfit. Ideally, it would also be able to take an input image of a person and create a design on that body.

So there are definitely some steps that need to be taken in order to reach this goal but I believe I'm making great progress so far.

Languages used: Python

None of these GIFs/images are my own. Please see the credits