Introducing Depth From Camera demo
Depth From Camera » Devlog
This release contains a free demo that showcases monocular depth estimation done locally with a deep learning model optimised for real time, using as input any of the cameras available from your device.
This can be seen as a tech preview, to test the ability of generating depth maps from single images in different scenarios.
Since no internet access is required and only a single image is needed to obtain the depth map, this technology can be applied to a wide range of applications.
Better quality depth maps are possible with larger models and more processing time, but the underlying technology is basically the same.
Files
Depth From Camera (Windows) 87 MB
Aug 04, 2023
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Comments
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I have used depth maps a few times to create fog effects and depth of field effects in images. Another thing I'm interested in is the surface normal estimation from a 2d image documented here: https://omnidata.vision/demo/
I wonder if it would possible to create an offline version of that that is easy to use please, I have no idea how or if it is possible but I thought I would ask you.
Hi Christine,
Yes, it is possible to generate both, the depth map and the normal map from a single image.
I might end up publishing a tool like that at some point.
Thanks for replying, that would be really great if you would, I can definitely think of some uses for it.
Hi Christine,
I just published Depth And Normal Maps from Image which might be relevant to what you are looking for.
Thank you, thank you!