Retinal Vessel Segmentation

Table of Contents

1. Introduction
2. Approach
3. Dependencies
4. Instructions

Introduction

Approach

1. Data preprocessing
2. Label extraction
3. FCNN classifier generation
4. Train model
5. Predict data

Dependencies

1. Valid python 2.7+/3.5+
2. Install Tensorflow with low level instruction for CPU/GPU please refer
3. Install required libraries

         pip install -r requirements.txt

Dependencies

1. Check python style or static checks (>8.5 score)

         pylint python/*.py

2. Run train phase for different classifiers

         python3 python/dev2_model.py --classification 4 --cache

3. Run train phase for different classifiers

         python3 python/dev2_model.py --classification 4 --predict --cache