2 code implementations • 11 Apr 2024 • Cheng Zhang, Qianyi Wu, Camilo Cruz Gambardella, Xiaoshui Huang, Dinh Phung, Wanli Ouyang, Jianfei Cai
Generative models, e. g., Stable Diffusion, have enabled the creation of photorealistic images from text prompts.
1 code implementation • 8 May 2023 • Jon McCormack, Camilo Cruz Gambardella, Stephen James Krol
In creative design, where aesthetics play a crucial role in determining the quality of outcomes, there are often multiple worthwhile possibilities, rather than a single ``best'' design.
no code implementations • 26 Jan 2023 • Jon McCormack, Camilo Cruz Gambardella, Nina Rajcic, Stephen James Krol, Maria Teresa Llano, Meng Yang
In recent years Generative Machine Learning systems have advanced significantly.
no code implementations • 4 Feb 2022 • Jon McCormack, Camilo Cruz Gambardella
We show that the quality-diversity search is able to find multiple phenotypes of high aesthetic value.
no code implementations • 5 Jan 2022 • Jon McCormack, Camilo Cruz Gambardella
We apply a series of different complexity measures to three different evolutionary art datasets and look at the correlations between complexity and individual aesthetic judgement by the artist (in the case of two datasets) or the physically measured complexity of generative 3D forms.
no code implementations • 7 Jul 2021 • Jon McCormack, Camilo Cruz Gambardella
We find that by evolving first for aesthetic complexity, then evolving for structural consistency until the form is 'just printable', gives the best results.
no code implementations • 11 Feb 2021 • Camilo Cruz Gambardella, Jon McCormack
The use of evolutionary methods in design and art is increasing in diversity and popularity.
no code implementations • 3 Feb 2021 • Jon McCormack, Camilo Cruz Gambardella, Andy Lomas
We apply a series of different complexity measures to three different generative art datasets and look at the correlations between complexity and individual aesthetic judgement by the artist (in the case of two datasets) or the physically measured complexity of 3D forms.