ivadomed / microscopy-segmentation-monai

Axon and myelin segmentation of SEM images
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axon histology model-monai myelin segmentation-models

microscopy-segmentation-monai-tutorial

The goal of this repo is to document how to train and use a 2D UNet for 2-class segmentation on microscopy images using MONAI. Adaptation of the default SEM segmentation model used in axondeepseg, for which the config can be found here.

The SEM dataset used for training is located here: https://github.com/axondeepseg/data_axondeepseg_sem.git