Blog Posts

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Training Data to Help Machines See

This blog post was originally published at Camio's website. It is reprinted here with the permission of Camio. Assembling realistic and relevant training data is critical to the quality of AI classifiers. But finding and collecting all that real-life data is hard — especially when the training data is specialized for specific camera scenes and private to […]

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AI Think I Can: Why GPUs Could Be the Engine Leading Us to Autonomous Trains

This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Self-driving cars and trucks are the talk of the town, but trains could be first out of the station as a fully autonomous form of transportation. That’s because — unlike passenger vehicles or long-haul trucks — a

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Perception Matters: How Deep Learning Enables Autonomous Vehicles to Understand Their Environment

This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Humans are constantly taking in data from the world around them using five primary senses. You hear your phone ring, see a notification on your computer screen or touch something hot. However, without perception, there’s no way

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SuperVize Me: What’s the Difference Between Supervised, Unsupervised, Semi-Supervised and Reinforcement Learning?

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. There are a few different ways to build IKEA furniture. Each will, ideally, lead to a completed couch or chair. But depending on the details, one approach will make more sense than the others. Got the instruction

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Computer Vision Solutions and Privacy-by-Design

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. These days cameras are ubiquitous – in our smart phones, our cars, homes, and around our cities. And opportunities for computer vision are endless, extending across robotics, retail, healthcare, transportation, and even sustainable agriculture. Computer vision offers

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Zoom and Enhance: Imagination Technologies at the Embedded Vision Summit

This blog post was originally published at Imagination Technologies' website. It is reprinted here with the permission of Imagination Technologies. In our report on last year’s Embedded Vision Summit, we observed that machine learning was at the top of the classic Gartner hype cycle. Imagination was of course once again in attendance at the show

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Artificial Intelligence Delivers Cost-effective Video Surveillance for 24,000 Real Estate Cameras

This blog post was originally published at Camio's website. It is reprinted here with the permission of Camio. How a top real estate company is leading the security industry towards modernization Securing its 800 properties is cheaper and more effective with Camio’s use of modern cloud infrastructure and AI. In planning video security for 800 properties,

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Transforming Standard Video Into Slow Motion with AI

This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Researchers from NVIDIA developed a deep learning-based system that can produce high-quality slow-motion videos from a 30-frame-per-second video, outperforming various state-of-the-art methods that aim to do the same. The researchers will present their work at the annual

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