Changed the 112x112 crops to have consistently in x axis 16 pixels distance between the right/left eye and the border of the image This crop is more sensible.
Follow attached the impact on mobio-male protocol
Computing metrics with eer...
[Min. criterion: EER ] Threshold on Development set `current-crop`: -6.000326e-01
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.. Development Evaluation
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Failure to Acquire 0.00% 0.00%
False Match Rate 0.04% (23/57960) 0.00% (6/147630)
False Non Match Rate 0.04% (1/2520) 0.05% (2/3990)
False Accept Rate 0.04% 0.00%
False Reject Rate 0.04% 0.05%
Half Total Error Rate 0.04% 0.03%
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[Min. criterion: EER ] Threshold on Development set `new-crop`: -5.136560e-01
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.. Development Evaluation
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Failure to Acquire 0.00% 0.00%
False Match Rate 0.00% (0/57960) 0.00% (0/147630)
False Non Match Rate 0.00% (0/2520) 0.18% (7/3990)
False Accept Rate 0.00% 0.00%
False Reject Rate 0.00% 0.18%
Half Total Error Rate 0.00% 0.09%
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Do you mind reviewing this one @lcolbois ?
Thanks