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How large is RealEstate10K dataset #13

Closed phongnhhn92 closed 4 years ago

phongnhhn92 commented 4 years ago

Hello, This is not an issue about the code of SynSin but is a technical question related to RealEstate10K dataset. So I have been trying to train SynSin with this dataset and I have manage to train a small model with about 100 videos. The performance is far worse than the provided checkpoint but I would like to train with the whole dataset so I would like to ask how large is this RealEstate10K dataset. I had a limit of 1TB storage in my own cloud server so I don't know whether if I can ever train SynSin on the whole dataset or not ^^

oawiles commented 4 years ago

Unfortunately RealEstate10K is very large (I think 7TB).

You could try to download as large a subset as fits on your computer.

phongnhhn92 commented 4 years ago

Do you think it would affect the training results if I train the model with a subset of the whole data ? I am just afraid it would never be able to reach similar results with your provided checkpoint which has been trained on the whole dataset.

oawiles commented 4 years ago

I can't be sure -- It probably won't be as good as training with the whole dataset but would be much better than training with 100 videos

phongnhhn92 commented 4 years ago

Thanks ! I will close this for now.