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RIT & WIT Hackathon | Medical Sector | AI/ML | Web Development

Home Page: https://atharv-chaudhari.github.io/Project-Covid/

License: GNU General Public License v3.0

Python 8.12% HTML 54.06% CSS 34.96% JavaScript 2.84% Procfile 0.01%
api celery data-science deep-learning django html-css-javascript machine-learning mysql natural-language-processing nltk opencv python sklearn tableau tensorflow webscraping computer-vision

project-covid's Introduction

🆘🆘🆘 Note: Project Environment may stop working soon as heroku has removed its free services ! 🆘🆘🆘

😎 Team InfySOARS 😎

✨ Analysis & Detection of Covid-19 Cases using AI/ML ✨

Project Aim: Standalone Website that has all the below phases as individual functionalities.
Domain: Machine Learning | Deep Learning | Computer Vision | NLP | Web Development
Achievements: 1st Rank at RIT & WIT Hackathon of 40 Teams | Conference Presentation
System Architecture:

System Architecture

Approach:
Phase 1 - Prediction of Covid Positive Cases using Demographic User Details & Symptoms (Machine Learning)

Python Pandas Tableau scikit-learn

Phase 2 - Detection of Covid Positive Cases using Chest X-rays & CT-Scans (Deep Learning + Computer Vision)

Python NumPy Keras TensorFlow

Phase 3 - Live Global Covid Data Analysis & Covid Vaccine Tracker (Google Sheets + Tableau + API)

Tableau

Phase 4 - Prediction of Sentiment for Covid Tweets (NLP + Machine Learning)

Python Pandas scikit-learn

Phase 5 - Website Building & Deployment (Django + MySQL + Heroku)

Gunicorn

⌛ Status
  • Project_Status
  • Project Information Page
  • Website cv.lbesson.qc.to
🧿 Repo Info
  • Hits

Contributors

project-covid's People

Contributors

atharv-chaudhari avatar mykeysid10 avatar omkarpro avatar rutujavaidya15 avatar sana-306 avatar

Stargazers

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