Object Detection with YOLO v8 on Mac M1

In this tutorial, we will look at installing YOLO v8 on Mac M1, how to write the code from scratch, and how to run it on a video. We will also see how to manage the graphics card for the best possible performance. We will use YOLO v8 from ultralyticsc for object detection. Installation of […]

Build a computer vision timer tracker | OpenCV with Python tutorial

According to research on Computer vision syndrome (a.k.a. digital eye strain) by Mark Rosenfield of the State University of New York College of Optometry, ” Computer Vision Syndrome, also known as digital eye strain, is the set of eye and vision problems associated with computer use. ” For these reasons, especially if you are subjected […]

Automated People flow tracking | with Computer Vision and AI

I built this people flow tracking prototype to track the flow of people in large areas such as airports, shopping malls, large open spaces, or whatever. In this video, we will see what the steps are to build this type of solution and what are the critical points for example object tracking in an uncontrolled […]

Instance segmentation YOLO v8 | Opencv with Python tutorial

What is Yolo v8 segmentation for? In this tutorial, we will see how to use computer vision to apply segmentation to objects with Yolov8 by Ultralitycs. With the segmentation, the object’s shape is identified, allowing the calculation of its size. Another very popular and simple-to-use algorithm for object segmentation is mask r-CNN and also in […]

Real-time defect identification of products on a conveyor belt

In this video, we will see how to build Real-time defect identification software for plastic bottles. Obviously, this is an operation that can be performed manually perhaps by taking samples of a production batch. Large companies already have sophisticated systems to check every single bottle, in this tutorial we will see how Real-time defect identification […]