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Photo to Depth Map

photodepth before photodepth after

Compute a depth map from a single photo without a 3D camera!

Cut objects out of an image, adjust focus or measure relative distances!
Trying to compute a depth map for a face?

Reconstruct a detailed 3D model with Face to 3D instead!
Method partially based on the excellent work described in:

[1] Ranftl, René, Alexey Bochkovskiy, and Vladlen Koltun. "Vision transformers for dense prediction." Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.
[2] Ranftl, René, et al. "Towards robust monocular depth estimation: Mixing datasets for zero-shot cross-dataset transfer." IEEE transactions on pattern analysis and machine intelligence (2020).
[3] Esser, Patrick, Robin Rombach, and Bjorn Ommer. "Taming transformers for high-resolution image synthesis." Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2021.
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