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Creating images of imaginative worlds using generative AI can be a challenge to control using text-to-image alone. At Hai Dang will present today, work we did while he was interning with us at Autodesk Research in Toronto (with @fraseranderson, George Fitzmaurice, and me).

WorldSmith is a novel UI & workflow for creators to composite scenes using iterative, multi-modal prompts for . 🖼️✨ It allows creators to specify their intent through text, sketching, or region-based input. 🎨

Frederik Brudy

Images can be blended together to form one cohesive depiction of a fictional world.

The progress is tracked in an interactive graph, offering a dynamic way to explore and evolve their creations. 🔍🔄

conceptualizes two expressive prompting techniques for : hierarchical prompting (which attaches prompts to different layers of the composition) and spatial prompting (allowing users to specify spatial relations through direct input).