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Could you tell me more training details? #6

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TVanguard2018 opened this issue Apr 26, 2020 · 2 comments
Closed

Could you tell me more training details? #6

TVanguard2018 opened this issue Apr 26, 2020 · 2 comments

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@TVanguard2018
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TVanguard2018 commented Apr 26, 2020

Hi, I am trying to train your model with Davis dataset, as you konw, the origin datas are jpeg format,
but the model need mp4 format, so I use ffmpeg to transform the jpeg datasets to mp4 dataset, but the training result is not as good as the result in your paper. For example, when the sigma is 10, the training result testing on snowboard sequences is 29.0786dB, which is not as good as your paper(36.5dB).Could you tell me the details you used to transform the datasets ?Or maybe could you offer your mp4 datasets? I'm looking forward to getting your answer. Best regards.

@m-tassano
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Hey,

When converting the sequences one has to pay particular attention to the 'crf' and 'keyint' ffmpeg parameters to avoid strong compression. For the code to convert the image sequences see this gist
https://gist.github.com/m-tassano/0536391eb79d63864e5005ea4da88243

Hope it helps.

Best

@TVanguard2018
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Thank you for your help very much!

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