Search Results for author: Nam Cao

Found 1 papers, 0 papers with code

Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images

no code implementations18 Nov 2023 Nam Cao, Olga Saukh

We leverage the domain knowledge that geometric features are highly important for accurate pollen identification and introduce two novel geometric image augmentation techniques to significantly narrow the accuracy gap between the model performance on the train and test datasets.

Image Augmentation

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