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README.md

Overview

A CNN that reads in ultrasound images and manually labeled masks delineating nerve regions and reconstructs nerve masks for test ultraound images.

Dependencies

Basic Usage

Download data from https://www.kaggle.com/c/ultrasound-nerve-segmentation/data (File Size ~ 1 GB) Samples of test and train data present in folder

root directory should look like:

../P5_Submission_Folder -raw | ---- trainsample | | | ---- 1_1.tif | | | ---- … | ---- testsample | ---- 1.tif | ---- …

Change file paths in capstone.py that are marked by comments Run python capstone.py from terminal

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Image recognition for nerves from ultrasound images using a sliding window CNN

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