Ultrasound Nerve Segmentation

Identify nerve structures in ultrasound images of the neck

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

1. you will need to install a requirements to run the pip install -r requirements.txt

2. change the data path utils/params.py

Running

1. create train, test data

python bin/create_data.py

2. run training

python bin/train.py

3. run submission

python bin/submit.py

Results

• Best single model achieved 0.68793 LB score