Before we start, when the word calibration is used in this page, it is in the sense of automotive vehicle calibration and dataset generation
Far-Out developed and is still developing a set of python packages and scripts to help the vehicle calibration. The inputs of the process are MDF ( ASAM Measurement Data File ) and the output at the most advance are validated dataset. Each step can generate different type of data like CSV.
foExtract
Extract and filter the data from MDF files
foStats
generate statistic about data
foQuality
Use correlation between signals to generate signal quality
foAnalyze
Analyze data to correlate to a function
foModel
generate a model to determine the target output of a funcion or signals
foGenerate
Generate dataset based on the model and the analysis output
foValidate
using peer to peer technologie, validate the changes with other project member data
Far-Out 