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Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

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RazvanDu/DUCK-Net

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Using DUCK-Net for polyp image segmentation

PWC PWC PWC PWC

Authors: Razvan-Gabriel Dumitru, Darius Peteleaza & Catalin Craciun

If you wish to contact any of us for any reason, please use the above click-able email links.

The paper was published in Nature Scientific Reports in 16 June 2023.

The detailed paper can be found at https://www.nature.com/articles/s41598-023-36940-5. Please cite our work if you use it.

DUCK-Net Architecture

DUCK-Net

DUCK-Block

DUCK-Block

A full description of all the components is available in our paper linked above.

Installation

Our implementation has been tested and run on Python 3.10 using the libraries from requirem