Computer Vision Master Project for Dublin City University. Master in Computer Engineering, August 2020.
Abstract: Can fashion designers rely on a 2D web applicationto generate new design of fashion garments? In this researchproject, a state-of-the-art generative model has been deployedon a live web environment, where users are able to generatebrand new fashion design images based on user providedhandbags or shirts shape and preferred textures accessible athttp://schedio.pythonanywhere.com/. The project provides firstan overview on existent conditional generative adversarial net-work solutions applied to fashion design and then deep dive intothe technology used and the technical implementation neededto build a web application. Challenges and limitations will alsobe explained and the results obtained from a users survey willshow some of the challenges that will be addressed with proposedsolutions to improve the user experience as well as the outputquality of the generated image are reported
The finished web application is available at https://schedio.pythonanywhere.com/