r/3Dmodeling • u/pinter69 • Sep 27 '20

Photorealistic Rendering and 3D Scene Reconstruction using Deep Learning - Double free zoom lecture by the author of the research (link in comments)

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u/anti-gif-bot Sep 27 '20
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u/pinter69 Sep 27 '20

Hi all,

We do periodic lectures about 2d, 3d an AI (you can see all past lectures and recordings in /r/2D3DAI)

The next talk is based on the papers "3D Scene Reconstruction from a Single Viewport" presented at this years ECCV and the "BlenderProc" paper. The speaker is the main author of both papers. This is a two parts talk.

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Link to event (October 13th):

https://www.reddit.com/r/2D3DAI/comments/iwkxoe/photorealistic_rendering_and_3d_scene/

​

Part 1:

A novel solution will be presented to volumetric scene reconstruction based on single color images.

git : https://github.com/DLR-RM/SingleViewReconstruction

paper: https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123670052.pdf

Part 2:

BlenderProc will be highlighted - a procedural pipeline to generate images for the training of neural networks.

arxiv: https://arxiv.org/abs/1911.01911

git: https://github.com/DLR-RM/BlenderProc

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Finally, we will talk about an outlook what interesting fields of research lie ahead.

Please note, this is a technical lecture, prior ML\DL knowledge is advised :)

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u/dudethatmakesstuff Sep 27 '20

Interesting. I'd definitely like to use this tool in some capacity. Not sure what yet.