Plots engine RPMs against car speed and performs k-means clustering to determine the gear number.
How to use:
- You can collect your own source data with an OBD2 reader that supports exporting to a file.
- Update the global constants in
engine_rpms_vs_car_speed.pyto match your source data file name and column names. - Install the requirements:
pip install --requirement requirements.txt - Run the script:
python engine_rpms_vs_car_speed.py
Graph of data without clustering:
Graph of data with clustering:
