A simple simulation for on-board radar system. Based on the behavior of the surrounding ships, a risk assessment model is proposed to assess the chance of being attacked by pirate ship.
This is a part of our project in ASEAN-Indian Hackathon .
pip install -r requirements.txtpython src/radar.pyThere are many factors affecting pirates' decision to attack including ship's type, ship's size, ship's flag, ship's current location, current date, time,...
We proposed a simple regression model to assess the risk score of a particular ship operating in an area.
- Dataset: Past pirate attacks (crawled from GISIS (IMO))
- Model: Logistic regression
- Input: A ship and its current information
- Output: A chance of being attacked