Augmentation and class balancing

Sydney-Informatics-Hub / aerial-conversion

Open source tools enabling interchange between computer vision annotation and GIS data formats. Part of https://github.com/Sydney-Informatics-Hub/PIPE-3956-aerial-segmentation

MIT License

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Augmentation and class balancing #45

Closed sahandv closed 9 months ago

sahandv commented 9 months ago

~WIP:~

Data prep and manipulation for class balancing. This includes :

[ ] removing images from the biggest class to make the classes more balanced.
[ ] isolating the data to a single or multiple (as specified per user) categories.

Although not ideal, the scripts are functional and can now be used in production.