Generative AI Explorations
The Mannequin
A form that evolves. A presence that adapts. A mannequin that no longer stands still. This is not just a display. This is an exploration—a living experiment at the intersection of art, technology, and fashion.
“Through open-source models like Flux, we designed several digital humanoids to train our own models and achieve greater consistency in style and generation.”
How Do We Bring a Digital Mannequin to Life?
Fashion is movement. It’s identity. It’s transformation.
Can an AI-driven mannequin reflect this essence in real time?
We set out to explore:
- Model selection – How does the choice of the model impact speed and realism?
- Character consistency – Can AI maintain identity across iterations?
- RGB camera inputs – How does real-world color influence digital generation?
- Color perception – How do hues and lighting conditions shift AI interpretation?
- System performance – How well does everything respond in motion?
“We built an AI-driven mannequin that reacts to visual input and generates real-time interpolations of texture, fabric, and form.”
From static form to dynamic presence.
Every shift in color, every flicker of light influences what the mannequin becomes.
Every shift in color, every flicker of light influences what the mannequin becomes.
We uncovered:
- The impact of model choice on detail, texture realism, and processing time
- The limits and possibilities of AI-driven consistency in human-like figures
- How color inputs radically transform AI interpretations of material and depth
- The potential for interactive, real-time digital fashion showcases
Beyond the digital mannequin
We will continue to push the boundaries at the intersection of AI, fashion, and interaction—exploring new ways technology can redefine expression, identity, and presence.