Hello!
I am working on a model to label frequency and time domain data for Insertion Loss, Return Loss, Phase, and TDR. I need the model to take in this data and determine if it passes or fails, what the failure mode was (IL, RL, TDR, PL) and which channel failed.
I understand for the most part this can be done without a model but it’s meant to be a proof of concept for now.
In any case, how am I meant to label the training data? I understand that the data the model reads is in the csv file but I don’t see how it can check itself, should that be in a separate file, built into the directory names, or something else?