CloZ

Natural Language Guided Clothing Design System

Project Description

CloZ is a clothing design system facilitated by natural language prompts. Cloz supports two main functions; 1) generating clothing images via natural language prompting. 2) editing generated images by replacing keywords from previous prompts.

Inspired by FACAD [1], we first built the nordstrom96568 dataset, which consists of 96568 (prompt, clothing image) pairs. Then we trained stable diffusion [2] 2.1 with our dataset to generate clothing images using prompts. The editing function was implemented by CycleDiffusion [3]. Also, we designed the CloZ’s web-based interface based on guidelines of prior research [4].