albusdracosam / covisight

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

• Indian Covid data - Coronacluster

• International Covid data - Johns Hopkins University

• Chest X- Ray data set - Kaggle

• Vaccination details - Covid19.org , COWIN

• Newsfeed - NewsAPI

---

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.

Visit our site here ➡️ Covisight

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