It will then run that generated image through a series of diffusion models to create the 3D, RGB point cloud of the initial image — first producing a coarse 1,024-point cloud model, then a finer ...

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Then, a 3D point cloud is generated, which is easier to synthesize hence the reduced load on GPUs, though it doesn’t capture smaller details hence the trade-off mentioned in the paper.

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Stability AI, the startup behind the text-to-image model Stable Diffusion, has released a tool that taps AI to generate 3D models.

Unsurprisingly, the LDM3D AI model is based on Intel's prior work in estimating 3D depth using 2D images—you may recall Intel's RealSense depth cameras.

Open generative artificial intelligence startup Stability AI Ltd., best known for its image generation tool Stable Diffusion, is working hard on developing AI models for 3D video.

Nextech3D.ai uses fixed-point diffusion for learning to construct 3D models from 2D reference photos as was described in a recently filed provisional patent.