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Implementation of image segmentation networks using pytorch.

License: MIT License

Python 2.43% Jupyter Notebook 97.57%
pytorch-implementation image-segmentation u-net tiramisu kaggle python nuclei-segmentation

image-segmentation's Introduction

image-segmentation

Implementation of image segmentation networks using pytorch.
Current implemented models: U-Net and Fully-Convolutional DenseNet. See unet and tiramisu folders for details.

Dataset

Used dataset is from the 2018 Data Science Bowl: Find the nuclei in divergent images to advance medical discovery.
Download the dataset at the following link: https://www.kaggle.com/c/data-science-bowl-2018/data or https://data.broadinstitute.org/bbbc/BBBC038/ . (tbd bash script for download and unzip)

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