AI Art Using Diffusion
Client: Confidential Private Client (Under NDA)
- We developed AI-generated artworks for a private showcase at Art Basel, Miami Beach 2024—the flagship art fair in the Americas, drawing over 75,000 attendees including top collectors, museum curators, celebrities, and UHNW individuals.
- Our team joined forces with the client’s in-house production crew to fine-tune diffusion models like PNDM, Improved Diffusion, and Guided Diffusion, tailoring outputs to match a curated, high-end gallery aesthetic.
- Under strict NDA agreements we can’t share the final images—but rest assured, these were exclusive pieces shown only to a VIP audience at a private event.
- This alliance of AI technology and fine art highlighted how cutting-edge research can complement elite cultural experiences.
Problem
- Off-the-shelf diffusion models lacked the consistency and refinement that high-end art contexts demand.
- Visual output was often generic and misaligned with the client’s curated vision.
- Generating art for ultra-select audiences meant even minor stylistic mismatches were noticeable.
- Standard training pipelines didn’t offer the creative control needed for a VIP-level exhibit.
Technologies Used
Python
OpenAI
AWS
Collab
Solution
- Ran parallel experiments using PNDM, Improved Diffusion, and Guided Diffusion architectures to compare output quality.
- Ran extensive hyperparameter tuning—sampling steps, guidance scale, learning rate—to tailor image style and coherence.
- Built a preprocessing and conditioning pipeline in consultation with the client’s art leads to capture the desired mood.
- Adopted iterative review loops with creative stakeholders to ensure each output aligned with fine-art standards.
Impact Achieved with Our Solution
- These unique AI artworks were unveiled at a private VIP event during the fair, creating an exclusive fusion of art and tech for a selective, high-profile audience.
- Received strong positive feedback from collectors, curators, and influencers enamored with the caliber of the pieces.
- Reinforced the client’s standing as innovators at the nexus of creativity and cutting-edge AI.
- Helped redefine expectations for AI-generated art in high-end cultural installations.
- Opened the door for future commissions blending algorithmic creation with luxury art showcases.