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NotJoeMartinez / APDL_Quality_Control

Computer Vision Quality control for the Advanced Particle Detector Laboratory at Texas Tech University
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Screen tearing on augmentation script #34

Closed NotJoeMartinez closed 3 years ago

NotJoeMartinez commented 3 years ago

80% of the false positive testing results now were augmented images. a portion of these images had some form of tearing, this also occurred in an unknown amount on the training script, probably diminishing the quality of the model. image

NotJoeMartinez commented 3 years ago

This was a result of the augmentation script using skilearns mode='edge' setting which is intended to fill in the background of rotated images. I fixed this by manually removing the image that look like this. I'm sure there's a better way to do this but I'm low on time lol.