Serving With TF and GKE: Stable Diffusion

Posted by Chansung Park and Sayak Paul (ML and Cloud GDEs)

Generative AI models like Stable Diffusion¹ that lets anyone generate high-quality images from natural language text prompts enable different use cases across different industries. These types of models allow people to generate these images not only from images but also condition them with other inputs such as segmentation maps, other images, depth maps, etc. In many ways, an end Stable Diffusion system (such as this) is often …

ai models cases cloud diffusion free generative generative ai models gke images industries language maps natural natural language people process prompt prompts quality segmentation stable diffusion tensorflow tensorflow-serving text tfx types use cases