/Covisight

Covisight - Insights of the covid-19

Primary LanguagePython

Covisight

Overview

  • The project titled Covisight deals with the Covid related information.Covisight has a Dashboard which tracks the live COVID data and gives detailed information to the users.

  • It also has a Community module where the users can share their thoughts and ideas. 💭

  • An ML module that will analyze the chest X-Ray of the patients and predict whether the patient is COVID Positive or Negative.

  • The News module will feed the user with the latest COVID related news across all the countries. 🗞️

  • The mask detection model predicts whether the person is wearing the mask or not at live time using the live feed. 😷

  • Payment module enables the user to donate to the needy people. 💸

  • Hospital module has the details of the hospitals and the availabity of beds all over the India. 🏥

Data Resources

Technologies used

  • Django
  • Postgres
  • Google Data Studio
  • Deep Learning
  • Teachable Machine
  • Rest API
  • Payment Gateway

Modules

1. Home 🏠

  • Home module contains the common Myth Busters about the COVID-19.

  • It also has the popular Podcasts 🎙️ and Youtube videos regarding the COVID-19 prevention, awareness and readiness.

  • There will be a dashboard of Indian COVID-19 distribution.

2. Newsfeed 📰

  • The newsfeed module comprises of the news 📰 regarding the COVID-19.

  • The news are fetched from the NEWSAPI.

  • Top 20 news are displayed in a crisp manner and the user can also navigate to the original data resource.

3. Dashboards 📊

  • It holds the Dashboards of the Indian and International covid distribution, as well the vaccination.

  • The Dashboards are completely live and interactive.

  • The dashboards are created using Google Data Studio and Plotly and the data are taken from the reliable data resources.

4. Mask Detection 😷

  • This module detects if the person wearing the mask or not.

  • It's developed using Teachable Machine. :

  • It get the live data from the webcam and predict. It can also be embedded in CCTV live feed.

5. Hospitals info 🏥

  • It holds the hospital information across the India.

  • It will automatically detect the location and shows the hospitals around the user.

  • Once the user clicked on the hospital it shows the details such as availability of Beds and all.

6. Community Forum 🧑‍🤝‍🧑

  • The users can share their thougts and put their queries here. ❓

  • Every user can see the posts and can like , dislike and comment on the post. 👍

  • The community forum strictly blocks the abuse talks. The posts are monitored by the admins.

  • If any post violates the terms it will be removed from the posts and the user will be barred from future posts.

7. Covid prediction

  • Here the users can upload their Chest X-Ray and the model will predict whether the person has COVID-19 or Pneumonia or a healthy person.

  • The model is built using CNN and the dataset is taken from the kaggle.

  • Once the user uploaded the image it will be uploaded to the API and the model will predict the output.

8. Vaccine information

  • It fetches the data from COWIN API and feeds the data in a compiled manner using the Dashboards.

  • Also it contains the state details and district details.

  • The user can further drill down and filter the data to know the more insights.

9. Payment 💰

  • Here the user can donate to the needy people.

  • Also there will be some categories so that the user can donate to a specific cateogry.

  • We integrated the PayTM payment gateway so it's secure and encrypted.

  • This module is still in testing phase. Once we get the approval from the PayTM the user can actually make the payment.

10. FAQs and Screening test

  • Commonly asked FAQs are given here.

  • The screening test asks some questions and it allots the weightage to each answers and give us the exposure to the COVID-19 in percentages.

11. Profile

  • The user can create a new account or log in to his account.

  • Also the user can update his profile picture and change the password.

  • User can add the bio.

  • The owner of the post can edit and delete the post.

12. Survey

  • We conduct a small survey about the COVID-19, Vaccines and Work life balance.

  • This data is confidential and only for educational purpose.

  • The survey is created using the Typeform.

Feel free to contribute to our project. Have a nice day 😃