PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering

Y. N. Wang, Weizhong Zhang, Jianwei Zheng, Cheng Jin · 2024

an oil painting of an eiffel tower in the distance, Van Gogh Style an oil painting of a shopping mall in the distance, Van Gogh Style a pencil drawing of a car and a willow, black and white painting a pencil drawing of buildings in the distance, black and white painting a cartoon animation of an elephant in the forest a cartoon animation of a cabinet a professional photograph of a wet puppy in a pool, ultra realistic a professional photograph of a castle in the distance, ultra realistic Figure 1: Displayed are the results generated using PrimeComposer, showcasing its prowess across various domains: oil painting, sketching, cartoon animation, and photorealism.

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