Final Year Project

Project Title

Project Fabricate

Description

The project aims to tackle the local textile industry in its application, where historically the industry has been solely dependent on human designers to create fabric prints. To help automate this process, our project uses deep learning techniques to generate patterns from an input sketch given by the designer, and in return provides a fully coloured and styled pattern. There has been little research conducted in the domain of sketch augmentation or textile pattern generation in computer science, and this project explores the application of modern machine learning techniques to solve these problems. The final version of the project would allow designers to include this application as a tool in their design process, accelerating the task of manually creating and designing patterns from scratch. This application would have a significant impact on the local industry, given Pakistan's cultural heritage and its manifestation in the form of textiles.