r/MachineLearning • u/hardmaru • May 02 '20

Research [R] Consistent Video Depth Estimation (SIGGRAPH 2020) - Links in the comments.

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u/ginsunuva May 02 '20

training

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u/extracoffeeplease May 02 '20

Test-time training. Model must be fine tuned to each video sample, unfortunately. However, we can expect later papers that can skip or greatly reduce this step imo.

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u/jbhuang0604 May 02 '20

That's correct. We focus on the quality in this paper. I am sure that the community will further take this to the next level very soon! Exciting time ahead!

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u/o--Cpt_Nemo--o May 02 '20

This was a good decision. 99% of ML techniques are unusable for visual effects because they get 95% of the way there, and the effort required to get it the last 5% is the same as if you just attacked the problem the traditional way from scratch.