Pysource Blog
Practical tutorials, product updates, and field notes for building reliable computer vision systems.
In AI image generators, advances in AI have made it possible to create incredibly realistic images directly from your computer. Thanks to open-source models, you can now easily download, install, and use these tools at home. In this guide, I’ll walk you through installing an image generator on your computer, configuring it for optimal performance, […]
9 Key Tips for Building Complex Software Solutions: Insights from a Consultant Are you planning to build a complex software solution? In this article, I’ll share nine tips and common mistakes to avoid when developing such software. These insights come from my experience as a competition consultant and developer, building custom software for companies. This […]
Five Steps to Build an Efficient Computer Vision MVP I’ve built dozens of MVPs (Minimum Viable Products) for computer vision solutions across various clients, including companies, researchers, universities, and students. These MVPs ranged from automating internal processes to game functionalities, object detection, and segmentation. Through this experience, I have developed a five-step process that ensures […]
When building a computer vision solution, selecting the appropriate hardware is crucial for achieving the best performance, efficiency, and scalability. In this guide, I will break down the key factors that influence the success of your hardware setup, optimization techniques, and real-world examples to help you avoid common mistakes. Let’s dive into the essentials of […]
Why Building an AI Vision Software is So Expensive Today, I want to address a question I frequently receive: why is building AI vision software so expensive? Many companies approach me with budgets of just a few thousand dollars, sometimes even less, to build complex AI vision software. However, if you’re familiar with the field, […]
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 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 […]
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 […]
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 […]
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 […]
