The Challenge: the call for drone autonomy Drones have become increasingly significant across multiple industries, from agriculture to delivery services. …

Unleash the power of video analytics and gain a competitive edge! — Video analytics is an intriguing process that delves deep into the analysis of video footage using computer algorithms to extract valuable insights, patterns, and trends. Due to the advancements in AI and machine learning, it has significantly transformed, becoming increasingly refined and sophisticated. But how does video analytics affect regular…

Investigating field boundaries change to enhance agricultural management. — The importance of land-use statistics is undeniable in modern farming and business. Accurate and up-to-date mapping of land usage requires precise land classification, which is complicated without the Afterall detection of field boundaries. Usually, existing maps are based on historic administrative maps or manually developed based on observational data. The…

Measuring carbon dioxide concentrations with remote sensing — Over the years, human activities have continued affecting the Earth’s climate with greenhouse gases far greater than the planet can bear, creating ample gas storage in the atmosphere and driving climate changes. For instance, this Christmas holidays Europe experienced significant warming of about 20 °C across the entire continent. What…

Building solutions for determining user intents, searching for named entities, and extracting answers to user questions — To keep people out of tedious routines, reduce transaction costs, and increase the efficiency of our business, we are committed to automation, including the most innovative approaches, such as deep learning. One area of deep learning, natural language processing, has recently reached incredible development. We have many powerful, complex, and…

Why is MLOps important? What benefits do Machine Learning Operations will bring to geo-analytics projects? — The market demand for MLOps continues to grow dramatically, making it the new black in the IT industry. Businesses are widely using ML models to keep up with competitors in tackling large-scale business problems and pursuing tangible benefits. Although only a few seem to understand Machine Learning Operations and why…

Flooded areas detection and monitoring with satellite data — The flood that occurred on the 15th of July 2021, was a severe disaster whose impact reached lands beyond the country. On the 14th of July, the Royal Netherlands Meteorological Institute constituted a significant risk of the Limburg province being overflown (a.k.a. red warning) due to heavy rain. …

Use geospatial data for your company’s advantage: this article overviews the definition of geospatial analytics, its use cases, and the main benefits in various industries. — In recent decades, the concept of “geospatial data” has made a powerful breakthrough in development. Access to geospatial data found a bunch of opportunities not only in the environmental sector. And today, geospatial data analysis is a highly versatile thing.

How we created a Q&A bot that uses the site’s data to answer user questions — Automation of the process of interaction between a client and an information resource, as well as retrieving the necessary information from text corpora, is one of the most promising and interesting areas in information technologies, as it helps to significantly reduce the cost and speed up the interaction with various…