International Journal of Interdisciplinary Research
Table 2 Case study results of AI design generation model versus human design process
AI design generation model | Human design process | |||||
|---|---|---|---|---|---|---|
Data analysis | Determination of the season’s concept | Design generation (method) | Design modification | Design finalization | ||
Internal data (brand internal data) | External data (global fashion trends) | |||||
AI Fashion Market Platform | X | â—¯ | X | â—¯ (GAN) | X | X |
style AI | X | â—¯ | X | â—¯ (GAN) | â—¯ (GAN) | X |
Tilda | X | X | â—¯ | â—¯ (GAN) | X | X |
Project Muse | â—¯ | X | X | â—¯ (Trained neural network) | X | X |
Lab 126 | X | X | X | â—¯ (GAN) | â—¯ (GAN) | X |
Coded Couture | â—¯ | X | X | â—¯ N/A (not applicable) | X | X |
Hybrid Design | â—¯ | â—¯ | X | â—¯ (GAN) | X | X |
8 by Yoox | â—¯ | â—¯ | X | â—¯ ( N/A) | X | X |
Dall-E | X | X | X | â—¯ (Diffusion model) | â—¯ | X |