developmentseed / developmentseed/label-maker
add tile ratio warning when there is class imbalance
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- Python
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Description
@drewbo, should we add class imbalance warning?
When I create a bounding box for an image classification task, a building classifier. I set the `background_ratio` to 1 and assumed Label Maker will create a balance classes ratio. But in this case, the bounding box only contained building tiles, and I ended up only have 9 tiles are the background tiles out of 340 tiles. If we can add the class imbalance warning that will help to evaluate the training dataset.
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