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Ben Mildenhall
@BenMildenhall
shape rotator at @theworldlabs
2.3K Following    11.7K Followers
atlas lets you walk around any zillow listing in realtime
I'm particularly excited by Atlas's ability to reconstruct scenes from a very small number of input image -- was able to create this flythrough of London's Natural History Museum by combining 3 input images I found from completely separate sources on Google Images
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our new model Atlas also happens to be a capable text-to-image generator, providing it with a strong foundation of “world knowledge”... this generalizes across both single and multi view domains, meaning you can step into even highly stylized scenes with precise 3D control
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These capabilities combine to form an extremely powerful pipeline for sparse 3D reconstruction. This is a walkthrough of a Gaussian splat of 5 different rooms built from only 30 input images, a quick and easy cellphone camera capture. Before, accurately reconstructing this entire multi room space would have required many hundreds of images.
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Atlas is an autoregressive diffusion model built from the ground up for the task of "next frame prediction". It is simultaneously a world class method for camera-controlled video generation, novel view synthesis, and sparse 3D reconstruction.
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