This repo contains links to all the AI/ML related apps in one places.

• VQA Flask App: This is a simple Flask app related my project on VQA. This app generate answer given an image and a natural language question about the image. The app uses a deep learning model, trained with Tensorflow, behind the scenes.

  Tools/Libraries Used: Tensorflow, Flask, VGG16

• Logistic Regression Playground: This is an educational sandbox to help understand Logistic Regression from a more intuitive perspective. Find the live version here!

  Tools/Libraries Used: Flask, HTML, Heroku

• Covid 19 EDA App - This is an streamlit app built for interactive visual analysis on the spread of COVID-19 virus worldwide.

  Tools/Libraries Used: Streamlit, Plotly, Matplotlib, Github Actions

• Social Distancing Monitoring App - This is an app to monitor if people are following social distancing norms for COVID-19 or not in real-time. This app uses YOLOv3 behind the scenes. This app can be used in 3 different modes:

  • Image: Monitors social distancing norms on an still image.
  • Video: Monitors social distancing norms on a video.
  • Real-time: Monitors social distancing norms on a real-time video.

  Tools/Libraries Used: YOLOv3, Streamlit