I have tested Boosting Monocular Depth Estimation (depth map from single image)
Автор: ugocapeto3d
Загружено: 2021-06-29
Просмотров: 5404
Описание:
This is what I think Photoshop is using in their neural depth blur filter: MiDaS at different resolutions. Advantage over MiDaS is that you get very detailed and very crisp depth maps. But are the depth maps actually better than those obtained by MiDaS v3? I am not convinced. But I have to admit that the depth maps are pretty!
If you wanna check out MiDaS v3, check this video (where I compare MiDaS v3 and photoshop neural depth blur filter):
• I have compared MiDaS v3 and Adobe Photosh...
Full name of publication: "Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging" by S. Mahdi H. Miangoleh, Sebastian Dille, Long Mai, Sylvain Paris, Yağız Aksoy.
Link to github:
https://github.com/compphoto/Boosting...
Link to google colab:
https://colab.research.google.com/git...
Note: If you want to re-run the 2nd cell by itself (on a different set of input images), you probably will have to change
Running the method
%cd BoostingMonocularDepth/
to
Running the method
%cd /content/BoostingMonocularDepth/
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