How computer vision improves the quality control process

Computer Vision can be extremely helpful in quality control process

Fast and accurate Quality control is extremely important in the mass production process Computer vision in quality control of wood flooring production Wood-based industry produces billions of products annually. Computer Vision can be extremely helpful in detecting quality anomalies, as it enables the automation of quality control processes, providing faster, more accurate, and more consistent results […]

Event venues challenges, how to improve operational efficiency?

What are event venues challenges and how to gain improved operational efficiency

Benefits Sports arenas, stadiums, concert halls, theaters, conference venues. Challenge: at-home viewing experience of mass events like matches or concerts is in many ways better than live presence at the event venues: Affordable: first-row view is offered at no or low cost Time-saving: no traveling to the venue, no traffic and parking issues, no waiting […]

Computer vision for vehicle detection

computer vision in vehicle detection

Vehicle detection The ability to recognize vehicles and track their motion patterns opens a variety of applications. The most common include car counting or measuring time of vehicle  appearance in the area of interest. Vehicle detection allows not only for simple detection of an object in the given area, but also ensures a level of certainty that […]

Areas of application for computer vision algorithms (Part 2)

computer vision applications

Analyzing human traffic Modern surveillance systems powered by computer vision, consisting of cameras monitoring the areas of interest for 24h/7, both indoor as well as outdoor, are great sources of data. People moving within the monitored areas can be observed and recorded for many reasons, such as commercial analysis, research or statistics. As human inspection […]

Areas of application for computer vision algorithms (Part 1)

Computer vision in industrial operations

Computer vision in industrial operations Computer vision is a set of image processing techniques designed to understand the content of an image and enable automated system response. Combined with the rapid increase in available computing power, these algorithms are a powerful tool for automating industrial processes. So what can computer vision do for your company? Well, […]

The importance of details

data annotation

Do details matter in image annotation? For example, when we want to train a human detection model for street camera views, what is the best strategy in annotation? In most real-world situations, images will contain partially occluded silhouettes. If we see only the lower half of the body or only the upper half, should they […]

Taskforce oriented to deliver best quality dataset for AI models

best quality dataset

When approaching building an AI model, one should decide on the right dataset to be used for training and evaluation of the developed model. If you are an ML hobbyist, the generally accessible dataset will probably suffice. But models built for industrial applications usually require more attention on data preparation and fine tuning (see our […]

AI model is only as good as the training dataset

How to build your first AI model effectively? When building first AI models, especially for popular tasks like people or car detection, ML developers quite often rely on available free datasets developed by universities and companies. However being a good choice for a start, in many real-life use cases the data turn out to be insufficient […]