- Marking numerous handwritten essays manually can be a daunting task
- Time-consuming manual process
- Inconsistent essay marking
- Bias and Human Error
Design and develop a web interface to automate the process of grading handwritten essays by leveraging machine learning algorithms while ensuring fairness and consistency in evaluations.
- Develop a user friendly web interface to display the results
- Develop a ML model to auto grade the essays considering the following criteria
- Grammer
- Spelling
- Relevance
- Typography
- Duplication
- Predict the grade with acceptable accuracy
- Maintain an up-to-date database