U-net for cell nuclei image semantic segmentation

Machine Learning Scientist

Jupyter Notebook

A Image segmentation network designed to isolate and segment the cell nuclei in an image. Network architecture based on reference paper: https://arxiv.org/pdf/1505.04597.pdf

Jupyter Notebook

Github Link and Jupyter notebook implementation of U-net segmentation network trained on 2018 Data Science bowl. https://arxiv.org/pdf/1505.04597.pdf

https://github.com/graffam/unet_image_segmentation

U-Net implementation

https://github.com/graffam/unet_image_segmentation/blob/master/unet.ipynb

Actual Jupyter notebook file

Alexander Graff

Machine Learning Scientist

I'm a Machine Learning Scientist. I write and train models based on the latest research papers including Deep Learning. Some technolgoies include: Spark, Tensorflow, Keras, Jupyter Notebooks and more.

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U-net for cell nuclei image semantic segmentation

Jupyter Notebook

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