A user friendly web-app for automated grading

YouTube Link with Explanation : https://www.youtube.com/watch?v=84iTn0ZKTP4

Changes to be made -

User Login Pages Tables SQL Table Frontend

Problem Statement and Solution:

Hand grading an answer sheet consumes lots of time and as everything is going virtual/online and exams are too, that's why we have created a web-app for grading an Essay type question(questions for 10-60 marks) automatically using NLP. We are trying to make a platform using which a teacher can create an exam form according to their choice(they can add different MCQ, essay questions in their Exam form) and students will be able to use that form for submitting their answers and By the help of Smart-Exam-Form, they will get their score immediately in the browser. The whole process of making an exam form and submitting follows the same approach as google form.

Useful Links :

• https://github.com/khanfarhan10/argon-design-system for Everything
• html5up.net for Templates

User Interface📱:

Tech Used :

1. HTML&CSS for frontend
2. Flask for back-end
3. Tensorflow2.x for NLP models

Workflow Ideas

• Login Page (Custom/ OAuth) - get info (Image, UserName, Email)
• Dashboard - Forms (Responses / Created) (+New Form Button)
  • Filled Forms - Form Title, No. of Fields - Entries have view,edit
  • Created Forms - Form Title, No. of Responses - Entries have view, edit
  • (Search Forms Button)
  • Create New Form
  • Sign Out
  • (Download All Filled Forms , Download All Responses) - CSV,DB, XLSX
• Retraining : Text to Retrain & Scores.
• View Scores

Thanking you, Team MLXTREME

Reference:

https://medium.com/analytics-vidhya/automated-essay-scoring-kaggle-competition-end-to-end-project-implementation-part-1-b75a043903c4