Hi, I'm Yacine Rouizi - a self-taught developer passionate about machine learning, deep learning, and computer vision. My mission is to make these complex topics accessible to everyone through hands-on tutorials and clear explanations.
I'm the author of the book Mastering YOLO: Build an Automatic Number Plate Recognition System.
Yacine Rouizi Articles
Non-Maximum Suppression with OpenCV and Python
Explore the critical role of Non-Maximum Suppression (NMS) in object detection to eliminate redundant bounding boxes, ensuring precise results. This guide covers NMS's workings, the importance of Intersection-over-Union (IoU), and how to implement NMS with OpenCV in Python.
Real-Time Vehicle Detection, Tracking and Counting in Python
Learn how to perform vehicle detection, tracking and counting with YOLOv8 and DeepSORT using OpenCV library in Python.
Real-time Object Tracking with OpenCV and YOLOv8 in Python
Learn how to perform real-time object tracking with the DeepSORT algorithm and YOLOv8 using the OpenCV library in Python.
How to Perform YOLO Object Detection using OpenCV in Python
Using the state-of-the-art YOLOv8 object detection for real-time object detection, recognition and localization in Python using OpenCV, Ultralytics and PyTorch.
