stable-diffusionflow-modelsgenerative-art
2025-04-14
Lately, I've been thinking about how images are represented in feature space-
Where in a neural network does the vibe of an image actually reside?
stable-diffusiongenerative-art
2024-05-01
Diagram showing the process of applied generation art
In this study, I explore the potential of AI-assisted design in transforming natural forms and original artwork into complex, aesthetically pleasing patterns suitable for fashion applications. The process begins with either a hand-drawn sketch or a photograph of a natural object, which serves as the seed for stable diffusion models.
Methodology:
- Source Image Creation/Selection: Original drawings or photographs of natural objects.
- Pattern Generation: Utilizing Stable Diffusion, create varied patterns based on the source material. Explore midjourney, SD3, SDXL.
- Application Visualization: Implement the generated patterns onto conceptual fashion designs, again using AI-assisted image generation.
Original Drawing - Dancing in my room 2022
Generated pattern 1 2024
Generated pattern 2 2024
Concept Shot 1 2024
Concept Shot 2 2024
Concept Shot 3 2024
Concept Shot 4 2024
Original Object - Sea Urchin 2024
Generated Pattern 2024
Generated Pattern 2024
Concept Shot 1 2024
Concept Shot 2 2024
Concept Shot 3 2024
Concept Shot 4 2024
Learning:
+ the positives.
- The resulting generated patterns showed a remarkable ability to adapt to different scales and contexts, from intricate surface textures to bold, sweeping garment designs.
- The interplay between human creativity (in the initial drawings and curation) and AI capabilities produced outcomes that neither could achieve independently.
- the negatives.
- The patterns and style of the image aren't necessarily preserved exactly on the resulting image, suggesting further fine-tuning may be required for one to one matching.
This study demonstrates the potential of AI as a collaborative tool in the creative process, expanding the possibilities of pattern design while maintaining a connection to the artist's original vision or natural inspiration.
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Street style:
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