Tag: Quality Control

In structural assembly processes, every weld point matters. A defect in a bead can compromise the integrity of the entire car body.   Today, the most advanced manufacturing plants are incorporating computer vision systems specifically designed for the inspection of spot welds and continuous weld beads, with the goal of detecting imperfections automatically, accurately, and without…

Introduction In previous articles, we explored classification and object detection, two fundamental pillars of computer vision based on deep learning. Classification allows us to identify the type of object in an image, such as distinguishing between different components or types of parts. Detection not only identifies these objects but also specifies their location within the…

Introduction In the previous article, we discussed object classification, a key task in computer vision based on deep learning. We explored how machines can analyze an image and label it as "correct" or "defective" or classify it into different categories that are essential for quality control processes. However, when defects or parts are not in…

CHAPTER 1 Introduction In this series of articles, we will explore the main techniques of computer vision based on deep learning: classification, object detection, segmentation, and finally anomaly detection. Each of these technologies provides specific solutions to help machines "see." The choice depends on the use case and factors such as the amount of training…

In the automotive industry, quality and safety standards are non-negotiable. Every vehicle that rolls off a production line must not only meet customer expectations but also ensure the safety of its occupants. To achieve this, each component undergoes multiple inspections throughout the manufacturing process.  However, end-of-line inspections stand out as the most critical. Why? Because…

Introduction This year, 2025, we have set out to resolve the most typical questions our clients ask us, and why not? Make it public to educate and teach anyone interested in seeing all those curious details about our software from a closer perspective.That's why in today's blog we will talk about the compatibility of our…