Add class balanced training for semantic segmentation#4
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anwai98
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anwai98
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Apr 2, 2026
anwai98
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Apr 2, 2026
| # Hyperparameters for training | ||
| num_classes = 3 | ||
| class_weights = get_class_weights(label_key, num_classes=num_classes) # ca. [0.4, 6.5, 3.1] | ||
| name += "-class-weighted" |
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Make it simpler? (eg. [1, 3, 2])
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This is sorted now. I'll go ahead and merge this! |
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Adding a new round of training to see if class weighting helps (the training logs look quite good, but overfits even faster haha - again, not surprising)
Will merge this later with the results!