ildoonet / data-science-bowl-2018

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

kaggle unet segmentation computer-vision cnn convolutional-neural-networks deep-learning tensorflow competition instance-segmentation medical-imaging nuclei

U-Net based model for Data Science Bowl 2018

41th on Data Science Bowl 2018 in Kaggle.

Implementations of U-Net based models and ensemble methods.

Kaggle : https://www.kaggle.com/c/data-science-bowl-2018
Kaggle Discussion : https://www.kaggle.com/c/data-science-bowl-2018/discussion/54426

About

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

kaggle unet segmentation computer-vision cnn convolutional-neural-networks deep-learning tensorflow competition instance-segmentation medical-imaging nuclei

Languages

Language:Python 95.5%Language:Shell 2.4%Language:Jupyter Notebook 2.1%