Teaching a Neural Network to Read Handwritten Digits: From CNN to TrOCR

A practical path from single-digit classification to sequence recognition on real paper forms: CNN, CTC, CRNN, TrOCR, labels from your database, experiments, and a production pipeline without the wrong model.