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 […]

Safety 1st – facemask detection case study

facemask detection

Project background Safety1st is a company that manufactures electronic devices designed to simplify the implementation of AI/ML technologies and enable interactions with the environment based on data processing results. Our customer product SmartColumn can significantly improve the safety of employees in the construction and manufacturing industries. The device, by verifying the personal protective equipment, can […]

Benefits of using Artificial Intelligence and Machine Learning

Artificial Intelligence

What are the benefits of using Artificial Intelligence and Machine Learning? Machine learning and artificial intelligence systems are becoming one of the most important elements in the development of a modern economy based on advanced technology. This technology allows accelerating transformations at different stages of business development. We meet more and more often with tools […]

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 […]