With 3/4 of our team comprised of students, we choose to develop a project inline with education. Due to the novel coronavirus, we have all been forced to learn virtually; however, this is approach does not always work for students. Our inspiration is to create a platform that allows students with different learning styles to easily be accommodated. Auditory students will have the ability to listen to the live lessons as they currently do. Visual students will have the ability to see both entire lecture notes and lecture summaries. Tactile students will have the ability to complete 5-minute quizzes and interact with our chatbot.
One of the problems currently faced by students around the world is the new way of learning, virtual learning. This leaves teachers with the age long problem of how to keep students engaged.
- Increase Engagement
- Pre-made Questions
- Study Guide Creation
- Feedback on Lectures
- Lesson and Lesson Summaries Transcript
- Archive of Information
- Handeling background processes in Chrome Extension
- Generating realtime quizes after some fixed intervel of time
- Generating summary of the transcript
- integrating chatbot
- Developing a Chrome extension dashboard to convert lectures to text
- Generating questions from summary using a Naive-Bayes Machine learning model
- Providing Graph analytics based on sentiment analysis for better understanding of lectures
- how the background processes work in an chrome extension
- integrating chatbot into a website
- Allowing teachers to prompt a quiz on demand
- Assist students by identifying weaknesses and providing resources
- Adding Lecture Insights for Webcam on sessions
- Connecting chat with Google Assistant & Amazon Alexa
- clone the repo in your local machine
- do
yarnin the dashboard directory - do
yarn devto run nextjs local server
| 🤖 Backend | 🪟 Frontend | 🖥 Machine Learning |
|---|---|---|
| Django-rest-framework | Nextjs | Deep ai's summarizer |
| Python | Chrome extention | Matplotlib.pyplot |
| Azure | HTML/CSS | Pandas |
| Digital ocean | Javascript | Numpy |
| PostgreSQL | Tailwindcss | Textblob |
| Vercel.app | Spacy en_core_web_sm | |
| React-Toast-Notifications | Gensim | |
| React-Simple-Chatbot | Regular Expression | |
| React-Loader-Spinner | Note-Worthy Chatbot | |