Tag: Deep Learning

Drawbacks of Deep Learning

In order to solve a problem, deep learning enables machines to mirror the human brain by making use of artificial neural networks. These networks are known to run a variety of applications such as speech recognition devices like Siri and Neuro-Linguistic Programming. Deep learning has hence been recognized as one of the major research areas… Read more Drawbacks of Deep Learning

Surveillance camera and face recognition

As one of the most popular application area of deep learning, image recognition application like face recognition becomes more and more common in daily life. Some interesting applications of face recognition include identity confirming for financial apps on phones and clock in system. Also, the technique has been embedded in many newly introduced smart cameras… Read more Surveillance camera and face recognition

Deep Learning: The best "new" technique from the 20th century

If you look anywhere in Silicon Valley and many places around the world, it is hard to avoid the poster child that is artificial intelligence. There is good reason for the hype. The techniques that fall under the umbrella that is artificial intelligence (AI) have been able to do some incredible things. As a child I watched a… Read more Deep Learning: The best "new" technique from the 20th century

The Threat of Artificial Intelligence

Before jumping into the question if artificial intelligence will end human life on this planet, I’d like to dive deeper into what artificial intelligence is. There is no exact definition of the term artificial intelligence. Similar to the term “vehicle” which describes various means of transportation, “artificial intelligence” describes various programs, or software in general… Read more The Threat of Artificial Intelligence

Now the time is right for AI to put health care on its head

Technological development in the realm of artificial intelligence is increasingly picking up speed and, consequently, many industries have come to experience AI’s vast potential. Particularly, the industry surrounding health care is deemed to change drastically in the age of artificial intelligence. According to a past research paper by the analyst firm PriceWaterhouseCoopers (PWC) (5), there… Read more Now the time is right for AI to put health care on its head

Generative Adversarial Networks: The Future of Deep Learning?

While deep learning models have been able to achieve state-of-the-art results in image recognition and natural language processing tasks, their capabilities are still limited (https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf, https://www.nature.com/nature/journal/v518/n7540/pdf/nature14236.pdf). Humans can learn patterns from only little data, but current deep learning models require thousands of samples (http://www.cell.com/neuron/pdf/S0896-6273(17)30509-3.pdf). Similarly, humans can succeed at a wide variety of tasks, but… Read more Generative Adversarial Networks: The Future of Deep Learning?

Six Levels of Autonomous Driving and the Role of Artificial Intelligence

Artificial Intelligence, Machine Learning and Deep Learning are all terms referring to the performance of tasks normally requiring human intelligence. One of these tasks might still be driving a car, but how long does it take to get to autonomous cars and what kind of approaches in the field of artificial intelligence are already available?… Read more Six Levels of Autonomous Driving and the Role of Artificial Intelligence

Five AI Research Organizations to Watch

During our Week 5 presentations, we learned about the current state of AI and Haystack TV, Lark and Pinterest’s use of the technology. During the past few years, innovation in the field has accelerated rapidly, enabling a host of new solutions that weren’t possible in the not-too-distant past. As Daniel stated in class, due to… Read more Five AI Research Organizations to Watch

Smart Heart: GPU accelerated deep learning to find better solution for Coronary artery disease (CAD)

“The greatest truth is this: if the health of the individual is not cared for then all the big ideas die when the thinker becomes too ill or tired or burned-out to carry them out. The big thinkers are going to need health on their side to get it done.” Says Ann Garvin an author,… Read more Smart Heart: GPU accelerated deep learning to find better solution for Coronary artery disease (CAD)

Triangular cross relationship between AI, Machine Learning and Deep Learning

There has been noticed the prevalent use of the terms AI, Machine Learning and Deep Learning embedded almost very fields now from innovations in the driverless vehicle to games such as poker, automating customer service using Chatbots, anomaly detection of next unavoidable breach in cyber security and opening doors to understanding the large-scale incredibly complex… Read more Triangular cross relationship between AI, Machine Learning and Deep Learning