Pysource in Practice
Explore computer vision applications, software demonstrations, and technical insights across manufacturing, quality inspection, traffic monitoring, and automation.
Object tracking, how to get started Before starting with Object Tracking and Object detection you must make sure that you have installed all the necessary libraries.If you don’t have Opencv installed this is the command to run Download the files that we will use in this tutorial through the link at the bottom of the […]
Is it simple to do the Vehicle and People counting on CCTV ? I made this video to explain, in 5 steps, what are the tools needed to start automating the image analysis of CCTV cameras, using deep learning and AI. Several companies have contacted me and it is common to ask for information analysis […]
Computer Vision Game basic components Last week I came up with an idea: to make a computer vision game. I had the part made with pygame (python library for making games) and I integrated tracking of the movements of the body with OpenCV. For the tracking of the hand, which will be the joypad of […]
What is face recognition? With face recognition, we not only identify the person by drawing a box on his face but we also know how to give a precise name. With OpenCV and Python, through a database, we compare the person’s photo and we know how to identify it precisely. In this tutorial, we will […]
Note: Due to continuous maintenance needs, we no longer support the free version of the notebook.We only offer the PRO version, available at this link: Mask R-CNN PRO. We will see in the simplest way possible to train the Mask R-CNN detector. Mask R-CNN is a Convolutional Neural Network (CNN) that not only identifies the […]
In this tutorial, we will see how to use Jetson Xavier NX with YOLO v4 and darknet. In the past, we have already talked about the Nvidia system module and for comparison or simple curiosity, I invite you to read and watch the YOLO V3 – Install and run Yolo on Nvidia Jetson Nano (with […]
Count vehicles on images from directory In this tutorial, we will talk about object counting and precisely vehicle counting. We will see how to count the cars in the photos present in a specific folder. The photo is an example of what we will base our code (these images can be found in the download […]
In this video, I show how computer vision and artificial intelligence help companies improve production and save money. This is done by automating processes that normally have to be done by people. I will speak in particular of Agriculture plant analysis with the drone and Artificial Intelligence. It doesn’t take a lot of imagination or […]
Identify and Measure precisely Objects distance We will see how to check the distance of an object from the camera. This is not an operation that can be done with a simple webcam because it does not provide depth information, you need a camera with an infrared sensor or other dedicated technology for distance measurement. […]
In this tutorial, we will learn how to enhance your dataset with the augmentation image technique. To do this we use a simple python library called imgaug. This is what we will learn:– What is the concept behind image augmentation– How to implement from scratch Image augmentation with Imgaug What is the concept behind Image […]
