Image recognition for nerves from ultrasound images using a sliding window CNN
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Capstone Report.pdf


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


Basic Usage

Download data from (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 that are marked by comments Run python from terminal