Favorite NFL’s Next Gen Stats (NGS) powered by AWS accurately captures player and ball data in real time for every play and every NFL game—over 300 million data points per season—through the extensive use of sensors in players’ pads and the ball. With this rich set of tracking data, NGS
Favorite According to the 2018 National Highway Traffic Safety Administration (NHTSA) Traffic Safety Facts, in 2018, there were 857 fatal bicycle and motor vehicle crashes and an additional estimated 47,000 cycling injuries in the US . While motorists often accuse cyclists of being the cause of bike-car accidents, the analysis
Favorite When Fernanda Viégas was in college, it took three years with three different majors before she decided she wanted to study graphic design and art history. And even then, she couldn’t have imagined the job she has today: building artificial intelligence and machine learning with fairness and transparency in
Favorite A personal learning matrix reminds people of the sources of knowledge available to them. The matrix shown above is inspired by a really interesting blog post entitled “how rocket scientists learn” by Yasmin Fodil from NASA. Yasmin points out that Knowledge management is about the better application of collective
Favorite In this post, we show you how to deploy a TensorFlow based YOLOv4 model, using Keras optimized for inference on AWS Inferentia based Amazon EC2 Inf1 instances. You will set up a benchmarking environment to evaluate throughput and precision, comparing Inf1 with comparable Amazon EC2 G4 GPU-based instances. Deploying
Favorite There was a time when most people believed that there were 3 enablers for Knowledge Management; People, Process and Technology. We are now coming to realise realise that there is a fourth enabler. But what is it? It has been obvious for a while that people, process and technology
Favorite Over the past few years, many automatic speech recognition (ASR) services have entered the market, offering a variety of different features. When deciding whether to use a service, you may want to evaluate its performance and compare it to another service. This evaluation process often analyzes a service along
Favorite AWS DeepComposer provides a creative and hands-on experience for learning generative AI and machine learning (ML). We recently launched the Edit melody feature, which allows you to add, remove, or edit specific notes, giving you full control of the pitch, length, and timing for each note. In this post,
Favorite Technology is most helpful when it’s frictionless. That is why we believe that computing should power experiences through the everyday things around you—an idea we call “ambient computing.” That’s why we developed the Jacquard platform to deliver ambient computing in a familiar, natural way: By building it into things
Favorite If KM is a lean supply chain for knowledge, how can you measure the amount of waste in the chain? Shredded waste, image from wikimedia commons I have often used the concept of a knowledge supply chain as a way of describing Knowledge Management; the supply chain being a