OCR- Optical Character Recognition Is process of mechanically converting scanned images of handwritten, and explained how to prevent the overfitting with CNN or CRNN.

1. OPTICAL CHARACTER
RECOGNITION
WHAT IS OCR? | PREVENT THE OVER FITTING
WITH CNN OR CRNN
WHAT IS OPTICAL
CHARACTER
RECOGNITION
OCR - Optical Character Recognition
provides the automatic extraction of
the text from the images. It defines
the process of mechanically or
electronically converting scanned
images of handwritten, typed or
printed text into machine-encoded
text.
OCR
PROCESSING STEPS
Image import.
Image pre-processing , To
increase recognition accuracy
Document analysis.
Recognition.
Text export and document
reconstruction.
Blog: https://blog.paradisetechsoft.com/optical-
character-recognition-well-explained/
PREVENT
OVER FITTING WITH
CNN,CRNN
Add more data.
Use data augmentation.
Use architectures that generalize
well.
Add regularization
Reduce architecture complexity.