World Persistence: Generating Consistent Environments in AI Art
Consistency isn't just for characters. Learn how to create persistent 3D-consistent rooms and landscapes that your characters can inhabit.
7 articles in this category.
Consistency isn't just for characters. Learn how to create persistent 3D-consistent rooms and landscapes that your characters can inhabit.
Stop generating static portraits. Learn how to use ControlNet and openpose to force your AI characters into dynamic, action-packed scenes.
Learn how to use character reference sheets and grid layouts to maintain consistent facial features and persona elements across multiple AI-generated images.
AI images often look 'too perfect'. Learn how to prompt for natural skin texture, imperfect lighting, and candid moments to escape the 'plastic' look.
Master the key parameters controlling image generation quality and performance. Learn optimal settings for inference steps, CFG scale, and samplers with practical examples and performance benchmarks.
How to train or prompt a consistent artistic style that works across portraits, landscapes, and objects to create a unified brand identity.
Stop generating random snapshots. Learn how to control camera angles, focal lengths, and composition to direct your AI images like a cinematographer.