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
image analytics
How Computer Vision Improves Accuracy of Medical Diagnostics
While Hollywood movies and Isaac Asimov predicted a few decades ago that computers would be able to scan out humans from head to toe, real improvements are just starting to surface. There is still no single medical device to detect all health problems, but computer vision can help doctors get closer to that goal. This is a matter of life and death, since only in the US there … [Read more...] about How Computer Vision Improves Accuracy of Medical Diagnostics
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
Image Analysis in Marketing: See How it Can Make a Difference
Until recently, the growing popularity of images on social media and in consumer communication has been widening a gap in marketers' capability to analyze consumer sentiment and preferences. Now this gap is soon to close as image analysis technology finally gives digital platforms the gift of sight, enabling marketers to monitor not only consumer chatter, but also huge volumes … [Read more...] about Image Analysis in Marketing: See How it Can Make a Difference
How Facial Recognition Can Help to Understand People
The facial recognition market is expected to grow to more than $2 Bn by 2020. While that's a small figure compared to that of the analytics market which is expected to grow to a whopping $200+ Bn around the same time, the demand for face analytics continues to grow in-line with the expectations and, therefore, the application of big data and analytics in many spheres of our … [Read more...] about How Facial Recognition Can Help to Understand People
