All images in the training set underwent the fingerprint preprocessing steps described earlier. To increase the adaptability of the training set, each fingerprint image was rotated five times, ...

But if the logic and architecture of data systems do not align with the data’s inherent characteristics, it can result in problems such as model prediction errors, poor generalization ability ...