Traffic Survey: improve efficiency of traffic analysis with AI

A traffic survey company is a specialist firm that gathers and analyzes data on traffic patterns. This data is crucial for various purposes related to transportation planning and management. In general, a traffic survey company deals with collecting traffic data through various methods. The data collection takes place through on-site personnel who take care of […]

Person re-identification

Person re-identification is tracking and recognizing the person through computer vision in a multi-camera system. The recognition of the person does not only occur through tracking but also thanks to the recognition of secondary characteristics attributable to the subject, in multiple frames. The use of personal re-identification is fundamental in the field of security or […]

Detect object’s distance with LIDAR camera Intel Realsense L515

We analyze the intel real sense lidar camera L515 and write the code to take the distance of a specific object from the camera. The software used to measure distance will also work with Intel Realsense D435i Measure object distance, and differences between the two realsense camera The two depth cameras have several differences, but […]

How computer vision and AI can impact industrial production

In this article we will see about industrial production with computer vision and artificial intelligence, what hardware and software are needed, its applications within the industrial production process, from the beginning of production to its disassembly, and in the end overall analysis and what are the challenges in implementation and use. The main components for […]

How to measure the size of objects with a very high accuracy

Is it possible to measure the size of objects and achieve an accuracy of 1 mm or more with measurement through a computer vision camera? The answer is yes. We will see some cameras used to measure the size of objects and do some tests to answer this question. What can object size measurement be […]

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 […]