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lucamarini22 / marine-anomaly-detection

Semantic segmentation of marine anomalies using semi-supervised learning (FixMatch for semantic segmentation) on Sentinel-2 multispectral images.
GNU General Public License v3.0
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Hyperparameter tuning #20

Closed lucamarini22 closed 1 year ago

lucamarini22 commented 1 year ago

Add wandb and updates to perform hyperparameter tuning

lucamarini22 commented 1 year ago

Also, now there is an assertion that the labeled train set contains [n - 5, n + 5]% of the total number of labeled pixels in the train set (this is checked for each class). Previously, the assertion was that it contained at least n% of labeled pixels of the train set, so it could contain way too much