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Text-to-image generative model called Imagen to optimize

May 21, 2023

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DreamFusion is a product that uses a text-to-image generative model called Imagen to optimize a 3D scene.

The product features Score Distillation Sampling (SDS), a way to generate samples from a diffusion model by optimizing a loss function. SDS allows for the optimization of samples in an arbitrary parameter space, such as a 3D space.

The use cases for DreamFusion involve optimizing 3D scenes for various applications, such as video games, virtual reality experiences, and film production.

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