Experimental study for Gurmukhi Handwritten Character Recognition

The handwritten character recognition of Punjabi Lipi is to define the character of Punjabi via different algorithm. The 35 akhra we have 3 vowels and 32 consonant, we recognize the character of all consonant and vowels via handwritten dataset of Punjabi written by 100 or more different writers [2]. There are inexhaustible writing on the handwritten acknowledgement on Indian contents, yet there are not many concern dataset related to Gurmukhi lipi in India^[1]. The data is to be defined as images and get the accuracy output in text format. The main purpose of this paper is to define different algorithm with the same dataset and their efficient accuracy and all the words in a different class to predict the precision, recall and f1-score for all words in Gurmukhi lini.