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Improve resizing by basing it on input image #37

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@xsacha xsacha commented Apr 10, 2019

Improves faceboxes test scores on major benchmarks
PASCAL: 97.05% -> 97.28%
AFW: 98.55% -> 98.83%

I really didn't like these magic numbers for each dataset, so instead I targeted a min face size of ~15-20 pixels between eyes as it is trained which is met by 800 pixels image. This corresponds to an optimal score in the benchmarks, with least resizing.

Improves faceboxes test scores on major benchmarks
PASCAL:  97.05% -> 97.28%
AFW: 98.55% -> 98.83%
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