Automation and Optimization of Manual Marks Entry with Smart Scanning App

The application with a title “Smart Marks Mania” is an innovative solution to automate the student's marks entry in an academic institution. Traditionally, manual entry and handling of marks have been time-consuming, error-prone and inefficient. This application addresses these challenges by adding advanced technologies that include Optical Character Recognition and Convolutional Neural Network to automatically extract handwritten marks and student identification numbers(USNs) from scanned answer scripts. It offers an user-friendly interface designed to cater to the requirements of faculty and students. It offers a flexible and scalable structure for system development. Rigorous testing has been conducted to ensure the system's performance, accuracy, and reliability. Overall, this application reduces the traditional manual marks entry process by automating marks extraction, data entry and providing a centralized platform for administrator, faculties and students, thus enhancing efficiency, accuracy, and accessibility in academic assessments. This application showcase how advanced technologies can transform educational processes and enhance the efficiency of assessment methods.