As adults, it is our duty to follow traffic rules, and the most important rule is to wear a helmet while riding a two-wheeler ...

What if a device could see the world the same way humans do, seeing objects, recognizing them, and understanding what they are in real time? Just like our eyes capture visuals and our brain instantly ...

This project implements real-time object dimension measurements using an image or a webcam. It utilises fundamental computer vision techniques and the OpenCV library for the same. Since this is my ...

This project was developed as part of the Semester 6 Mini Project for the Bachelor of Technology in Electronics and Communication Engineering. The system demonstrates the fundamental concepts behind ...

This is the 19th week of my "100-Week Challenge." Last week, I took on human detection using MediaPipe, but this week I finally dove into "YOLO (You Only Look Once)," a representative model for object ...

This enables the synchronous execution of weapon detection and face recognition using one efficient framework. The experiments using existing benchmark datasets validate the performance, achieving ...

The segmentation tool was developed in-house using Python 3.8 and OpenCV. (iii) Dataset Division. The dataset is randomly split into training and testing sets at a ratio of approximately 3:1. A 5-fold ...

By learning Python and scikit-learn, you can begin building small, practical models that run locally, interact with real data, and help you understand how intelligence behaves in the real world. Start ...