Abstract
Handwritten Recognition and Archaeology are significant facts of antediluvian epoch and scripts which are not tranquil to learn. For example, Pali written in Sinhala, Khmer, Burmese, Devanagari, Lao and many more which are having prodigious influence in the Buddhism culture since they hoard the lessons. Akkhara-Muni which constitutes Pali alphabet recognition been presented in this paper done in a few steps trailed by OCR for classification with the results that portray need of ancient scripts to be recognized and classification accuracy leads to 85.4%.