Handwritten Character Recognition and Vehicle Number Recognition using OCR Method

Handwritten character recognition is a fundamental problem in pattern recognition and machine learning with numerous applications in diverse fields. Vehicle registration name-plate recognition is the most important part of the identification of vehicles. The present methods are time-consuming and require manual operations. We proposed a model for handwritten pattern identification and Vehicle number plate recognition using the Optical Character Recognition (OCR) Method. We conducted the experiments in Python and the results and presented. In the future, the proposed method can be extended for other Indian languages and Automatic detection of number plates using other Machine Learning methods.