After the onset of the pandemic and an eternal lockdown, education systems find it difficult to ensure proper and fair academic development of students. Assignment submissions have become more of a copy-paste job rather than an honest process. When assignments are taken from a remote location, integrity of the system reduces automatically. We aim to solve this problem by implementing a simple, interactive application that enables teachers to post their assignments without worrying about plagiarism and copy-work.

• Open git bash
• Go to the directory you want to store the project in via cd command
• git clone https://github.com/abhijoshi2k/Assignment-Submission-VSIT-hackathon
• Open node.js command prompt
• Go to the directory where we cloned the repository
• npm install`
• npm run dev
• Open on http://locahost:portid/ (portid provided in NodeJS CMD)

• A Registration and Login system for students and teachers with user authentication and encryption.
• Teacher and Student classification
• A dashboard to view and manage assignments and classrooms
• Code based classrooms to post Assignments in
• Eye-tracking System to detect visual cheating
• Plagiarism detector to detect contextual cheating in answers
• Face Detection and Person Detection System to further track malpractice
• PDF submission facility for the students to submit their answers
• Robust and Lightweight Tech-Stack

• Python Flask
• Doc2vec, spacy, gensim, scipy, nltk
• glove-twitter-25 dataset

Link to code: https://github.com/ShabarishRamaswamy/flaskPlagarismTest

• clmtrackr.js
• clmtrackr.min.js
• p5.min.js
• p5.dom.min.js
• Basic webcam functionality
• Inbuilt-javascript functions for drawing demarcations and calculating flexible value ranges while calculating eye movement

• tensorflow.js
• face-api.min.js
• Live-server testing

Frontend:

• HTML
• CSS
• JS
• EJS.

Backend:

• NodeJS
• Express
• PassportJS
• Nodemailer SMTP
• Node Crypto