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Deep Learning for automatic segmentation and classification of individual neurons in high-resolution histological scans.
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BrainhackMtl2018.ipynb
README.md
make_dataset.py
models.py
train-j.py
train.py
train_wgan_gp.py
utils.py

README.md

deep-neurons

Goals

Use deep learning to achieve automatic segmentation and differentiation of individual neurons in high-resolution histological scans of human brain. The program will be trained to differentiate pyramidal neurons from interneurons in the slice of the frontal superior gyrus.

Data source

[histological images file type here]

Dependencies

[requirements to run the program]

Installation

[code/instructions to run the program]

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