Performance Evaluation of Deep Learning Models for Tamil Handwritten Text Recognition

This report provides a concise overview of studies investigating advanced computational methods for precisely recognizing hand-written Tamil letters.A significant obstacle in using machine learning algorithms for decoding the complex Tamil writing system has been highlighted. An in-depth examination of multiple deep learning models will serve as the main research strategy. Quantitative results, such as precise metric values and error percentages, are compiled for comparison purposes in order to highlight relative effectiveness. The study underscores the superior approach applicable in this context and examines how it impacts digitalizing documents.