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differentiate-catalysis / catalyst-bubble-detection

Detect bubbles that are evolving gas from a catalyst surface to determine reaction rate
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Add separate train, test, validation directory support #57

Closed NathanPruyne closed 2 years ago

NathanPruyne commented 2 years ago

May or may not be useful, but there exists train_set, test_set, and val_set arguments that when used for the 3D semantic segmentation designates specific subfolders to be used for train, test, and validation. This currently isn't implemented for the instance segmentation pipeline though.

ascourtas commented 2 years ago

Per synch meeting 6/16/22 with Jack and Simon, this would be very useful for training on the grid-nucleated platinum data from Jack, since there are 3 main types (smooth surface, b50 nucleated, and b200 nucleated) and we'd want to make sure there's proportionate representation of all platinum surfaces in our train/val/test splits.

Now higher-priority

NathanPruyne commented 2 years ago

Added in #61