microsoft / seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation
MIT License
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Images from the binary dataset result in multiple classes after augmentation #344

Closed yalaudah closed 4 years ago

yalaudah commented 4 years ago

Investigate why the binary dataset can have multiple classes around the boundary (probably from interpolation), resulting in an image with 4 classes, instead of 2. This is clear in the example images below: image image

yalaudah commented 4 years ago

This is an issue related to using linear interpolation for the images. This is a non-issue in my mind, and we should not change the code to "fix" it.