One of the biggest myths about AI is that you need to have a large amount of data to obtain sufficient accuracy Š ” Šand the rapid development of Big Data analytics seems to prove this intuition. It is true, that deep learning methods require model training on a huge number of labeled images. However, in image classification even a small collection of training images may … [Read more...] about Robust Image Classification with a Small Data Set
Images
6 Tips for Image Optimization for Data Visualization
Visuals are used to attract attention but also to provide information. Data visualization is a basic skill of data scientists, helping them tell the story behind the data. The popularity of infographics and data visualizations on the Internet has grown exponentially in the last years. According to a report from Infographic World, visuals improve information retention by 400%. … [Read more...] about 6 Tips for Image Optimization for Data Visualization
How Artificial Intelligence Will Impact Filmmaking
Ever since Fritz Lang explored artificial intelligence (AI) in Metropolis (1927), filmmakers have used the idea to create tales of enslaved humans (Terminator, 1984) or explore our relationship with technology (Her, 2013). But AI in cinema is more than just a common theme to explore future inner and outer worlds; it's increasingly an integral part of the filmmaking process … [Read more...] about How Artificial Intelligence Will Impact Filmmaking
Machine learning: Changing the Beauty Industry
Several years ago a friend of mine, who was a biologist, was talking about their weird experiments. They were shaving mice and if this was done this in a particular way, the mice remained bald for the rest of their short lives. Their team was dreaming to extrapolate this magic technique to humans and shake the waxing industry. It is unlikely that they have succeeded, but the … [Read more...] about Machine learning: Changing the Beauty Industry
AI Image Processing is Changing the Direction of Countless Industries
Big data is playing a prominent role in the area of image processing. Last year, Elsevier published a white paper on this topic, titled An optimal big data workflow for biomedical image analysis. Nowadays, big data technology plays a significant role in the management, organization, and analysis of data, using machine learning and artificial intelligence techniques. It also … [Read more...] about AI Image Processing is Changing the Direction of Countless Industries