BLOGS

Anomaly Detection in Video & Image Classification

We’re seeing and doing all sorts of interesting work in the Image domain. Recent blog posts, white papers, and roundtables capture some of this work, such as image segmentation and classification to video highlights. But an Image area of…

Artificial Intelligence Will Take Jobs

Blogs

A few months back, Treasury Secretary Steve Mnuchin said that AI wasn’t on his radar as a concern for taking over the American labor force and went on to say that such a concern might be warranted in “50 to 100 more years.” If you’re…

RFID to IoT

Blogs

When I was in graduate school, I designed a construction site of the future. It was in collaboration with Texas Instruments in the late 90s. The big innovation, at the time, was RFID (radio-frequency identification). Not that RFID was new. In…

Programmatic Video Highlights

Blogs

For many years, and with rapidly accelerating levels of targeting sophistication, marketers have been tailoring their messaging to our tastes. Leveraging our data and capitalizing upon our shopping behaviors, they have successfully delivered…

Pixel-level Dense Prediction

Blogs

Scientists have been working on the puzzle of human vision for many decades. Convolutional Neural Network (CNN or convnet)-based Deep Learning reached a new landmark for image recognition when Microsoft announced it had beat the human benchmark…

Voice Shopping

Blogs

Voice Ordering Is Here. Voice Shopping Is Coming… And It’s Far More Interesting Siri has been with us for years, but it’s in the last few months and largely due to Amazon that voice assistants have won rapid adoption and heightened…

Intelligence & Wisdom

Blogs

Customers often ask what gives us the qualifications to work in their industry (industries like these, for example). They wonder whether we are able to able to handle the massive amounts and types of data they have available within their respective…

The Black Arts of Machine Learning

Blogs

As I outline in the Machine Learning Field Guide, the concept of Machine Learning arose from interests in having machines learn from data. The industry has seen cycles of stagnation and resurgence in machine learning/AI research since as early…

Watson’s Reckoning

Blogs

To most in the know, Watson has long been considered more hype and marketing than technical reality. Presented as infinitely capable, bleeding edge technology, you might think the well-known Watson brand would be delivering explosive growth…

BLOGS

Anomaly Detection in Video & Image Classification

Artificial Intelligence Will Take Jobs

RFID to IoT

Programmatic Video Highlights

Pixel-level Dense Prediction

Voice Shopping

Intelligence & Wisdom

The Black Arts of Machine Learning

Watson’s Reckoning

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