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test model with different input image size

Open kiashann opened this issue 4 years ago • 3 comments

Hi, It's possible to test the model with different input sizes? I saw the 512 * 384 size in the code What is the range of score that model can be predict? @subpic

kiashann avatar Apr 20 '22 14:04 kiashann

Yes, it should be possible, the model allows other input shapes as long as they have 3 channels. The output range is related to the range used for the quality scores during training. I believe that was [1,100].

subpic avatar Apr 20 '22 16:04 subpic

For one image I got a score above 100. Why was it happen? What's the problem?

kiashann avatar Apr 21 '22 10:04 kiashann

Even though the training scores are bounded, the predictions are not constrained to [1,100]. It's possible that for some images the predictions will be outside those bounds.

subpic avatar Apr 21 '22 11:04 subpic