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Image Classification — Dealing with Imbalance in Datasets

Advancing Analytics

FEBRUARY 2, 2023

Four techniques will be discussed in this blog, with some examples of the different situations they might be most applicable to. The figure below is a visualisation of what a before and after of this technique looks like for the dataset! It works very simply by selecting a subset of the images to keep, and discarding the rest!

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