Description This session will explore the practical challenges and solutions for deploying image generation services at scale in production environments. As AI-powered image generation becomes increasingly mainstream, organizations face critical decisions about infrastructure deployment, cost optimization, and service reliability. The talk will cover real-world experiences with different deployme… more

Abstract: Real Life photography is controlled by light, a messed up lighting can ruin a high quality Camera photograph. The situation is similar with AI generated Images, specially when we are doing background swap or inpainting, where foreground is coming from a different light source and background is having a different one, the Images look pasty which affects realism. In real life photography … more

Abstract: AI Images are revolutionizing the world from multiple perspectives which includes High Quality creative art, fashion images, animes and much more. Diffusion models are the heart of these use cases. Businesses are revolving around this technology to create niche use cases, However adapting these general purpose models specific use cases like : Can a Diffusion model generate an Indo-Nepal… more