Add `best_metric_model` script to enable val/tests on held-out post training

Mohinta2892 / catena

Neuron Segmentation, Synaptic Partner Detection and Microtubule tracking for vEM with EM-2-EM translation. Codebase built upon Funke lab's algorithms.

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Add `best_metric_model` script to enable val/tests on held-out post training #11

Open Mohinta2892 opened 6 months ago

Mohinta2892 commented 6 months ago

We do not perform validation during training to prevent inflating time/compute costs (stop training, validate and resume). Add the script that can find the top 5 models that work best on held-out data with ground truth after training.