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 …

ChatGPT on Streamlit and monitoring query response, a simple implementation

In this blog post, we will explore my approach to creating a prototype or MVP of sorts that demonstrates the use of the ChatGPT API to retrieve responses on queries fed, optimized for certain keywords and also present an …