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February 26, 2021
Retracing AI’s Steps: Go-Explore Algorithms Solve Trickiest Atari Games
February 25, 2021
NVIDIA Releases Jarvis 1.0 Beta for Building Real-Time Conversational AI Services
February 25, 2021
New Public Workshops Now Available from the NVIDIA Deep Learning Institute
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January 2021
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Accelerating Random Forests Up to 45x Using cuML
Random forests are a popular machine learning technique for classification and regression problems. By building multiple independent decision trees, they reduce the problems of overfitting seen with individual trees. In this post, I review the basic random forest algorithms, show how their training can be parallelized on NVIDIA GPUs, and finally present benchmark numbers demonstrating […]
Developing AI-Powered Digital Health Applications Using NVIDIA Jetson Edge
Traditional healthcare systems have large amounts of patient data in the form of physiological signals, medical records, provider notes, and comments. The biggest challenges involved in developing digital health applications are analyzing the vast amounts of data available, deriving actionable insights, and developing solutions that can run on embedded devices. Engineers and data scientists working […]
Cross-Compiling Robot Operating System Nodes for NVIDIA DRIVE AGX
The Robot Operating System (ROS) is an extremely popular middleware used by roboticists and autonomous vehicle researchers around the globe. It offers a great deal of flexibility and a plethora of software libraries and tools to be leveraged by its users. As a result, there is a great deal of interest in understanding how ROS […]
Creating a Real-Time License Plate Detection and Recognition App
Automatic license plate recognition (ALPR) on stationary to fast-moving vehicles is one of the common intelligent video analytics applications for smart cities. Some of the common use cases include parking assistance systems, automated toll booths, vehicle registration and identification for delivery and logistics at ports, and medical supply transporting warehouses. Being able to do this […]
