Deep machine learning
Deep Learning for Damage Detection Using Satellite Images
Every year, humanity is witness to the devastation wrought by natural disasters like floods, earthquakes, forest fires and hurricanes. In addition to non-anthropogenic events, wars and armed conflicts cause immense economic damage as well as non-monetary losses. In the past decade, global conflicts and disasters accounted for 0.26% of deaths worldwide; this number is cumulative, […]
Deep machine learning
Neural Machine Translation With Attention Mechanism: Step-by-step Guide
Neural networks now Neural networks have made significant leaps in the image and natural language processing (NLP) recently. They’ve not only learned to recognise, localise and segment images; they’re now able to effectively translate natural language and answer complex questions. One of the precursors to such massive progress was the introduction of Seq2Seq and neural […]
Deep machine learning
Fashion and Technology: How Deep Learning Can Create an Added Value in Retail
Today, more and more retail companies understand that to stay ahead of the curve, they need to reshape their businesses, implementing tech-forward approaches and solutions. Data mining and analysis are key to making a shift. According to McKinsey, data-savvy retailers have the potential to increase operating margin by more than 60%. Companies can combine data […]
Deep machine learning
What Deep Learning Can Offer to Businesses
The last couple of years have seen a dramatic increase in the popularity of deep learning, an approach to artificial intelligence inspired by a human brain’s activity. To this day, deep learning models have introduced advanced solutions in the areas of computer vision, pattern recognition, natural language processing and other. According to Gartner, deep learning […]