FRA Grade Crossing Trespass Detection

This repository is home to the python scripts used to perform the trespass detection on various FRA data sets.

Folder Structure

/PhaseOne Phase one inference tools built using Tensorflow 1.x

/PhaseTwo Phase two inference tools built using PyTorch 1.x

/fra-gctd-gui *Desktop GUI to use alongside phase two inference tools. Built using Electron.

Requirements

• Python 3.x (Tested on 3.7.x)
• Tensorflow 1.15.x (Phase One)
• PyTorch 1.5.x (Phase Two)

Installation

Installation instructions for each component may be found in the relevant folder within this repository.

License

MIT