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Replication of BSRGAN results #42

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Magauiya opened this issue Oct 7, 2022 · 0 comments
Open

Replication of BSRGAN results #42

Magauiya opened this issue Oct 7, 2022 · 0 comments

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@Magauiya
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Magauiya commented Oct 7, 2022

Dear authors,

I am more than interested in your work and would very much appreciate if you answer the following questions:

  • Have you used the blindsr.degradation_bsrgan script to generate test dataset? I inferenced BSRNet and RRDB from type-I to type-3 (of proposed DIV2K4D) and achieved almost the same results as reported in the paper. However, results on type-4 (generated by abovementioned script) led to significantly worse results: BSRNet 24.40 +- 0.14 dB (over 10 realizations) and RRDB: 22.50 +- 0.14 dB. Metrics are calculated in Y channel.
  • Do you use the same script to generate a training dataset? Also, are the training parameters (learning rate, patch shape (72x72), num. of iterations, etc.) of BSRNet the same as BSRGAN?

Sincerely,
Magauiya

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