Ask HN: A photoshop for fashion ecommerce
Last year, I worked on a photoshop like tool for ecommerce, where we can fit garments on models - https://www.youtube.com/watch?v=WUJizLU6ALo . Forgive me for the poor video, it was quickly prepared with some old data and I did not spend time improving the output.
I want to pitch this product to adobe / on1 / etc; it can become a cool image processing tool, specially meant for ecommerce catalog generation, etc. Can you suggest me the companies that would be interested in hiring me to build this?
PS... internal details of the implementation and techniques are left out in the video (because they are learnings over months of experimentation).
2 comments
[ 2.9 ms ] story [ 12.3 ms ] threadI think you have something and here's why.
Awhile back I started to devise a new kind of advertisement system based on this same concept. My starting point was the research done by Kota Yamaguchi. http://vision.is.tohoku.ac.jp/~kyamagu/research/clothing_par...
Although most of that work was done in matlab, I was able to translate and extend the core ideas into something practical. In this type of domain, clothing segmentation and pose estimation is key.
I don't know how your images and data are set up, but with my software you could feed it a random facebook image, feed it some images of different types of clothing and the output would be that person wearing an entirely different outfit. Hopefully you can see how this can easily become a big business.
Anyways, I never released anything publicly because the distortion and displacement algorithms were never perfected (Albeit with hilarious results... Jeans became capris, shorts became miniskirts that kind of thing). Given the time I'd love to jump back into this.
In any case, I'm interested in the technical details and the approach you took.
My effort was mostly towards breaking down the processing steps for fitting the garment on a model. The steps were (1) preprocessing/normalization of input images, (2) application of algorithms on the image (and human inputs for artistic decisions) and (3) post processing of the fitted image to make it look realistic). Its a little difficult to find time to write in detail (mostly because I worked on it last year), maybe I can do so one of the coming days.
Also, I was using separate grids for models, garments and the mannequin (on which the garment was placed in photoshoot); and fitting the garment in a 2d plane. This worked decently well, given the input images were normalized, scaled, etc to match each other.
I just posted to see if someone sees this and an interesting opportunity comes along. I can be reached at navalnovel at gmail com .