This research could revolutionize how we interact with digital content by enabling users to experience their text prompts in previously inconceivable ways. However, many of today’s advanced generative AI models are limited to generating only 2D images. Unlike existing diffusion models, which generally only generate 2D RGB images from text prompts, LDM3D allows users to generate both an image and a depth map from a given text prompt. Using almost the same number of parameters as latent stable diffusion, LDM3D provides more accurate relative depth for each pixel in an image compared to standard post-processing methods for depth estimation. One area that’s seen significant advancements in recent years is in the field of computer vision, particularly in generative AI. And Intel’s commitment to true democratization of AI will enable broader access to the benefits of AI through an open ecosystem. Why It Matters: Closed ecosystems limit scale.
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