No Longer Trending on Artstation: Analyzing Generative AI Art

AI Tool(s) Used

• Stable Diffusion
• MidJourney

Description of Result

This study delved into over 2 million prompts used in generative AI systems like Stable Diffusion and MidJourney to produce art. The authors revealed trends, changes in user behavior, and evolving aesthetics over two years. Their findings uncover how prompt preferences shifted in AI-generated art and provide insight into what artists and users are exploring in this rapidly growing field.

Step-by-Step Breakdown

1. Data Collection: The researchers analyzed prompts and images from public databases related to Stable Diffusion and MidJourney.
2. Analysis: Over 2 million prompts were examined to uncover key trends in AI art, focusing on the types of images created and how preferences shifted over time.
3. Trend Identification: They identified changing aesthetic preferences in AI-generated art, highlighting the decline of certain styles once popular on platforms like Artstation.
4. Publication: The results were published in the EvoMUSART 2024 conference proceedings, showcasing significant changes in how artists and AI users approach prompt creation.

Tips & Tricks

• If you’re working with generative AI tools, pay attention to prompt trends to better align your work with what’s evolving in the community.
• Regular analysis of prompts can reveal unexpected shifts in aesthetics, providing opportunities to innovate in the field of AI-generated art.
• Experimenting with prompt variations can lead to discovering new, unique artistic outputs.

Annotation

This analysis opens up a fascinating view into how AI-generated art evolves. By studying over 2 million prompts, the authors highlight significant trends in how artists interact with generative AI tools like Stable Diffusion and MidJourney. Understanding these shifts can help AI artists stay relevant and informed in an ever-changing landscape. As AI art continues to grow in complexity, examining prompt patterns reveals the underlying dynamics that shape the creation of digital artwork.

URL: Instagram Post