Pt1 - Building a Drowsiness Detection Web App from scratch

Have you ever wondered how to build a web app that can detect if you are feeling sleepy or alert? Do you want to learn how to use computer vision and machine learning to create a fun and useful project? Then this blog post is for you! In …

Pt2 - Building a Drowsiness Detection Web App from scratch

Cheers for making it to pt2; You’ve learnt how to Import datasets, augment that data and label the images, now we set up for real time predictions using the powerful YOLOv5 model and Google Colaboratory.

Define Directories

Here, you …

Pt3 - Building a Drowsiness Detection Web App from scratch

In the final leg of this Tutorial, we start to build a webpage using Streamlit that can perform three things:

1. Give some description of the Application
2. Take an image input
3. Provide predictions/output on #2

Streamlit is an open-source app …