alecGraves / WolfDetector

Object Detection Library
The Unlicense
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Add augmentation to WolfDetectorTrainingDataset[...] #1

Open alecGraves opened 3 years ago

alecGraves commented 3 years ago

The function WolfDetectorTrainingDataset currently packs box information into flat arrays that are used as 'labels' for training, returning a 'trainingDataset'.

This would be a perfect place to apply image transformations to the images and boxes, color shifts, interesting color effects, etc., thereby turning a small dataset into a larger dataset.

The standard library of Wolfram Language already has support to perform geometric transformations and image effects, so it is only a matter of adding it to data data processing utilities.