An algorithm is a straightforward rule of action to solve a problem or a class of problems. Algorithms consist of a finite number of well-defined individual steps. Thus, they can be implemented in a computer program for execution and formulated in human…
Table of Contents What are Machine Learning and Deep Learning? How Deep Learning Can Fill the Machine Learning Gaps It’s hard to ignore the cultural and organizational impact that Artificial Intelligence (AI) has had over us. Most organizations today have realized the…
FACIAL-RECOGNITION ALGORITHMS FROM Los Angeles startup TrueFace are good enough that the US Air Force uses them to speed security checks at base entrances. But CEO Shaun Moore says he’s facing a new question: How good is TrueFace’s technology when people are wearing…
The most important part of sleep quality assessment is the automatic classification of sleep stages. Sleep staging is helpful in the diagnosis of sleep-related diseases. This study proposes an automatic sleep staging algorithm based on the time attention mechanism. Time-frequency and non-linear…
Information firehose: The standard practice for teaching a machine-learning algorithm is to give it all the details at once. Say you’re building an image classification system to recognize different species of animals. You show it examples of each species and label them accordingly:…
When Dr. Parminder Basran, associate research professor of oncology, arrived at the Cornell University College of Veterinary Medicine (CVM), he brought a totally new type of expertise to the college. As a radiation physicist, Basran uses artificial intelligence to analyze radiology images —…
By Venkatesh Wadawadagi, Sahaj Software Solutions Different approaches have been employed to solve the growing need for accurate object detection models. More recently, with the popularization of the convolutional neural networks (CNN) and GPU-accelerated deep-learning frameworks, object- detection algorithms started being developed from…
The uptick in Twitter user activity during the recent lockdown made it seem like a good place to start looking for a quarantine project to increase my competency with machine learning. Specifically, as misinformation and baffling conspiracies took hold of the U.S.’s online population, trying to come…
There comes a time when building playlists or choosing the right shoe size becomes more than online shopping, as algorithms start to streamline every aspect of our consumerist lives. Concerns surrounding the growing intrusiveness of algorithms in daily life are mounting, but…
Companies across industries are exploring and implementing artificial intelligence (AI) projects, from big data to robotics, to automate business processes, improve customer experience, and innovate product development. According to McKinsey, “embracing AI promises considerable benefits for businesses and economies through its contributions to productivity and…
