Problem Statement 🚧

Problem: Models to enhance teaching learning process Classroom Environment (SDG 4: Quality Education)

About our project - EDUMATE 💥

Edumate is a trailblazing app transforms classrooms with its geofencing magic for attendance, collaborative learning galaxies for note-sharing, AI-powered test crafting, and insightful performance orbits, all woven into a user-friendly cosmos, simplifying school life for teachers and students alike.

• AI-Driven Customized Testing: Intelligent algorithms generate personalized tests tailored to student learning levels, enhancing the assessment experience.
• Attendance in One Click: Teachers can effortlessly capture attendance with a single tap, gaining instant visibility into class presence and ensuring accurate, real-time monitoring of student attendance.
• Note and Book Sharing: Students and teachers can share notes and books easily, fostering a community of sharing and learning together.

using Intel One API: See the workspace here

Features 🔧

• One-Tap Attendance: Teachers can easily mark attendance with just a single tap, making it quick and efficient to track who's present in class.
• Note and Book Sharing: Students and teachers can share notes and books easily, fostering a community of sharing and learning together.
• AI-Powered Tests: The system uses AI to create customized tests that suit each student's learning level, making exams more relevant and effective.
• Insightful Student Tracking: Teachers get detailed reports on how each student is performing, helping to identify who needs more support.
• Easy Administrative Tasks: Handling leaves and emergencies is simplified, making it less time-consuming for students and teachers to manage administrative matters.
• Engaging Parents: The system keeps parents involved in their children's education, strengthening the link between home and school.
• Plagiarism Checker: It helps teachers to find the plagiarized submissions with ease.
• Sentiment Analysis: Student's text sentiment are checked before sending it to forum

USPs 🚨

• Effortless Attendance Management: EduMate's innovative one-tap attendance system, powered by geofencing technology, sets it apart by saving significant time and effort in classroom management, ensuring accuracy and efficiency in tracking student presence.
• Personalized Learning Through AI: The integration of AI to generate customized testing and learning materials tailored to each student's individual learning curve stands as a unique feature. This personalization enhances the educational experience, making learning more engaging and effective.
• Seamless Knowledge Sharing Platform: EduMate distinguishes itself with its collaborative environment, encouraging students and teachers to share resources and notes seamlessly. This feature not only enriches the learning experience but also fosters a strong community of shared knowledge and support.
• Comprehensive Student Performance Analytics: The platform offers in-depth analytics on student performance, providing educators with valuable insights. This feature enables targeted teaching strategies and support, making EduMate an invaluable tool for informed educational decision-making and enhanced student outcomes.
• Encourages Mental Health: App will suggest various tips which will keep the students motivated and do not feel depressed.
• Incentivising student: Teachers can reward student with tokens that they can use to redeem in canteen and send as gift to others for resources

How we used Intel One API

• For model training and collaborative workspace
• Utilize oneAPI's AI Analytics Toolkit, which includes optimized versions of popular machine learning and deep learning frameworks.
• All the models are trained in the jupyterhub workspace, See the workspace here
• The notebook links for all the models: Sentiment analysis , Test Generator , Mindful tip generator , Plagiarism checker



Glimpses

! make test

Video of Teacher App

https://github.com/dishasingh5422/EDUMATE/blob/main/Assets/techer.mp4

Video Of Attendance System

https://github.com/dishasingh5422/EDUMATE/blob/main/Assets/attedendance.mp4

Video Of Student App

https://github.com/dishasingh5422/EDUMATE/blob/main/Assets/student.mp4## Technology Stack 💻

App

• flutter
• dart

  AI/ML

• Jupyterhub - Intel One API
• tensorflow AI Kit - Intel One API
• Pytorch AI Kit - Intel One API
• Flask
• NLTK
• Transformers

Steps to use the App

• Open the app - apk file present in github repo
• Login as Student or Teacher

Collaborators 🤖

Name	GitHub Profile
Disha Singh	GitHub
Atharv Kaushik	GitHub