Initially published on May 29, 2025

Introduction

Alzheimer’s disease, the most common form of dementia, affects millions worldwide. Early and accurate diagnosis is crucial for treatment and care planning. In this article, I explore how tree-based machine learning models can help classify …

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 …