3D to AI Design for Calvin Klein

3D Generation to AI for Calvin Klein

Developed and maintained generative AI workflows using Stable Diffusion to produce photographic fashion content for both product and editorial output for Calvin Klein. Focused on photorealism, model resemblance, and aesthetic quality, bridging 3D garment simulation with AI image synthesis.

Process

Developed generative AI workflows using Stable Diffusion, adhering to best practices, while simultaneously generating photographic fashion content for both product and editorial output.

Goal

Ensure workflow consistency and polish generated content to meet production standards, focusing on photorealism, model resemblance, and aesthetic quality.

My Role

Maintained and refined the beta workflows, utilizing photography editing techniques with Adobe products to polish content. Leveraged my background in creative prototyping and photography to iteratively improve workflow performance and ensure photorealistic and high-quality outputs.

Approach

Applied a consistent iteration process to improve workflows for photorealism and aesthetic enhancement. Integrated photography editing methods with generative content creation to produce polished, professional results. Focused on ensuring model resemblance and maintaining high-quality, fashion-forward output.

Outcome

Developed production-ready workflows that consistently generated high-quality fashion content. Successfully improved photorealism and model resemblance in generative outputs, contributing to both product and editorial success.

Tools Used

Clo3D, ComfyUI, Stable Diffusion, Adobe Photoshop, Adobe Lightroom, Creative Suite, Blender, Maya 3D