The automatic identification of complex features in images has already become a reality thanks to artificial neural networks. Some examples of software exploiting this technique are Facebook's automatic tagging system, Google's image search engine and the animal and plant recognition system used by iNaturalist. We know that these networks are inspired by the human brain, but their working mechanism is still mysterious. New research, conducted by SISSA in association with the Technical University of Munich and published for the 33rd Annual NeurIPS Conference, proposes a new approach for studying deep neural networks and sheds new light on the image elaboration processes that these networks are able to carry out. Similar to what happens in the visual system, neural networks used for automatic image recognition analyse the content progressively, through a chain of processing stages.

The M500, Motorola Solutions' AI-enabled in-car video system for law enforcement, introduces advanced analytics to drive operational efficiency, safety and transparency for law enforcement and citizens. The M500, Motorola Solutions' AI-enabled in-car video system for law enforcement, introduces advanced analytics to drive operational efficiency, safety and transparency for law enforcement and citizens. CHICAGO--(BUSINESS WIRE)--Motorola Solutions today introduced the first AI-enabled in-car video system for law enforcement, the M500. The solution is bringing more powerful capabilities to the police vehicle to enhance awareness and safety while building trust and transparency throughout communities. The M500 features new backseat passenger analytics which automatically start the in-car camera recording as soon as an individual enters the back of a police car.

Business owners and families have a new option designed to save them money on emergency room visits. Save time and money when you get sick! Interested customers are invited to sign up on the website: DocInAPock.com Imagine if every time when you or your family member felt sick before you spend hundreds of dollars going to the emergency room or Urgent Care or even a telemedicine service, you could just open an app on your phone to understand what is going on, based on your symptoms, that's Dock in a Pock! Containing over 30 MILLION pages of medical research documents, Dock in a Pock is bringing back the house call.

What if media were optimized to benefit people? This thought-provoking question is at the core of Harmony Labs' mission. A nonprofit organization headquartered in New York City, Harmony Labs strives to better understand the impact of media on society, and build communities and tools to reform and transform media systems. As Brian Wanieswki, Executive Director at Harmony Labs puts it: "The media systems that we have now, for better or worse, have become outrage machines and sorting machines that put people into groups of like minds. The business incentive structures of these systems are such that the more outrage there is, the more profit there is. Political events across the world in recent years have borne out what these media systems produce, and it's really pretty toxic, and pretty hard to get anything done within. There are all kinds of natural divisions between people, but these media systems tend to reinforce these divisions. So, the first question that we're asking is, What's the scope of this problem? And then, What can we do to solve it?"

For investors looking to invest in booming fields in the tech trade, artificial intelligence (AI) stocks are a viable play. Namely, the stock market today is home to various AI firms that employ the tech in a vast array of industries. This would be the case as the use cases for the tech continues to grow day by day. After all, not only does AI help organizations with computational issues, but the tech is constantly improving via machine learning. As a result, investors would be keeping an eye on emerging names in the field.

In the world of robotic startups, acquisition is often as good an outcome as any. And when it comes to robotic tractor startups, you could do worse than being acquired by John Deere. The agricultural technology giant announced today that it's set to acquire Bear Flag Robotics for $250 million. The Bay Area-based firm, which specializes in autonomous farming heavy machinery, was founded in 2017. They first crossed our radar the following year, as a member of YC's Winter 2018 cohort.

Artificial intelligence (AI) is transforming the way we live, work, travel, and do business. The expertise of British AI companies, some of the world's most innovative, contributes significantly to this increase in global economic growth and productivity. Recently, Tech Nation, the leading growth platform for UK tech companies, released data on the growth of the AI tech ecosystem in the UK. According to this new data, the UK is now home to over 1,300 AI companies, up from 180 companies in 2011, representing a 600% increase. AI companies are scaling across all regions of the UK, with 50% of the top scaling AI companies being outside of London with Cambridge and Edinburgh being major hubs. Furthermore, Venture Capital investment into UK AI companies also rocketed from $120 million in 2010 to $3.4 billion in 2020.

After launching it in Go stores and then bringing it to larger Fresh supermarkets, Amazon's cashierless "Just Walk Out" tech will soon arrive in two Whole Foods locations. The service, which lets you pick up goods from shelves and (yep) just walk out, is coming to new stores in Washington DC and Sherman Oaks, California next year, the company announced. "By collaborating with Amazon to introduce Just Walk Out shopping at these two Whole Foods Market stores, our customers will be able to... save time by skipping the checkout line," said Whole Foods co-founder John Mackey. As we've detailed previously, Just Walk Out uses computer vision, sensors and AI to let you walk into a store, sign in with an app, fill up your bags and leave without the need to join a checkout line. On top of using the tech in its own Go and Fresh stores, Amazon signed a deal last year to license its technology to third-party retailers.

This is based on current regulations from the U.S. Department of Education. Post-Baccalaureate Certificate in Artificial Intelligence and Machine Learning accepts applicants who hold Bachelor degrees in Computer Science, or completed a Post-Baccalaureate Certificate in Computer Science, and offers them opportunities to learn the fundamentals of artificial intelligence and machine learning. The aim is to provide a strong foundation in this emerging area, with a focus on mathematical foundations, algorithms, and real-world applications. The certificate program may also serve as an onramp to a Master of Science in Computer Science, the Master of Science in Data Science, or the Master of Science in Artificial Intelligence and Machine Learning if completed with predetermined grade requirements. Please visit the College of Computing & Informatics website to learn more about admission requirements.

Sooner or later, the concept of digitization will completely take over all repetitive tasks. Today, with the help of big data, advanced technologies like automation, artificial intelligence, IoT, and machine learning are leveraging unimaginable amounts and types of information to work from. It is streamlining tedious, repetitive, and difficult tasks, which tend to slow down production and also increases the cost of operation. Owing to the evolution of technology, artificial intelligence startups are mushrooming like never before. The companies are driving the world into a new phase of digitization with a mixture of disruptive statistical methods, computational intelligence, soft computing, and traditional symbolic AI. Artificial intelligence is the combination of two amazing concepts namely science and engineering. With the infusion of disruptive trends and human intelligence, intelligent machines and intelligent computing programs are emerging. Slowly, the flare of innovations moved away from IT and entered into diverse industries including healthcare, education, finance, marketing, business, telecommunication, etc. Organizations realized that by digitizing repetitive tasks, an enterprise can cut the cost of paperwork and labor which further eliminates human error, thus boosting efficiency. Automating processes involve employing artificial intelligence solutions that can support digitization and deliver data-driven insights. Artificial intelligence startups emerge as a ready-made solution provider that supports every company's individual needs. AI startups in 2021 use big data to sophisticated AI models and leverage new solutions that could better serve customers. Analytics Insight has listed the top 100 artificial intelligence startups that are driving the next-generation development in technology. It democratizes the way investments are done by bringing sophisticated elite trading technology to laymen. Accrad is a health tech company that assists radiologists to reduce their workload with the precision of artificial intelligence. Radiologists work under different circumstances and deadlines and might find diagnosis through x-rays a bit difficult. Therefore, Accrad has come up with a futuristic solution to help with accurate and fast image diagnosis. The company has made x-ray processing more convincing and simpler. Its signature product CheXRad, a deep learning algorithm that identifies locations in the chest radiograph has the capability to predict 15 different diseases including Covid-19. Affable.ai is a data-driven influencer marketing platform where customers can find relevant and authentic influencers and manage marketing operations. By using cutting-edge computer vision algorithms on social media posts, the company delivers actionable insights about micro-influencers and their audience. Similar to how Google has sophisticated its search and promote relative ads to users, Affable.ai has also built one-click marketing at a shorter scale.