Our Winstars Technology team has recently participated in a Kaggle competition. HuBMAP + HPA — Hacking the Human Body finished in 95th place with a bronze medal among 1175 contenders. In this paper, we would like to present our solution and highlight all the essential techniques used. A big part…

The fashion industry is a very common field for Computer Vision. Nowadays in the age of Internet shopping, an increasing number of consumers are purchasing clothes that have never been worn or even seen in person. …

Problem statement — With the development of information technology and online resources, identity verification and data digitization have become significant. Many companies whose activities are related to personal data require customers to confirm their identity by sending a photo or a scanned copy of the document. Checking and verifying all information manually involves…

How to explore raw cow milk twice as fast with M-LAB — Cow’s mastitis is a fairly common problem in modern dairy farming. This infectious-inflammatory process in the breast of domestic animals causes serious economic damage to farmers, because sick cows have a sharp decrease in milk yield, and the milk of sick animals is prohibited for consumption. According to the Uman…

Talking about the smart LED Snowboard Pad — If you open this article, then, we assume — you are already familiar with snowboarding, or, at least, once dreamed to feel a gust of wind in the face and adrenaline through the veins during the descent of snow-capped peaks. And now imagine that during this descent, right under your…

How future doctors will learn laparoscopy — Today, occupational surgery is becoming more and more developed, so surgeons had to learn to perform operations by using a manipulator-based remote control. This method is called minimally invasive, so incisions on the body usually do not exceed 1.5 cm. …

How to visualize your new floor in 3 steps — Home renovation is always a difficult and exhausting process. Of course one of the most important problems and the bottleneck of this process is the selection of the design for the flooring. Usually, you don’t have any tools that can help with the choice and you should lean only on…