Machine Learning


  • Proteus – Machine Learning for RADAR

    Proteus – Machine Learning for RADAR

    Starting in September 2023, the Deft Dynamics team is working full time on Tocaro Blue and the flagship product Proteus. ProteusCore is a C++ machine learning toolset embedded in a rugged marine hardware product, the ProteusHub hardware. This article describes some of the technology in ProteusCore. To learn more, visit Tocaro Blue here. Radar technology…


  • APEX Pro Gen II – a Racing Coach in Your Pocket

    APEX Pro Gen II – a Racing Coach in Your Pocket

    APEX Pro is a tool for competitive drivers. From Track Days and Road Racing to Auto-cross and Hill-Climb, APEX Pro is a tool that helps improve lap times while on track and simplifies post-session data review with the most intuitive software interface available. We designed this second generation hardware device to provide a thinner outline…


  • Pixel-to-Pose Estimator for Robot Control

    Pixel-to-Pose Estimator for Robot Control

    Robotic manipulation in unstructured environments relies heavily on visual information for context. Images from color (RGB) cameras provide rich environmental data at low cost. Recently, deep learning has proven to be a powerful tool for extracting features from images and using these features to estimate the class and location of objects in the image. However,…


  • APEX Pro Patent Granted

    APEX Pro Patent Granted

    APEX Pro was granted patent US Patent #11,232,716 for “Performance Coaching Apparatus and Method”. This patent teaches: An apparatus for coaching improvements for a performer during a performance activity based on observed actual performance in comparison to a possible performance, with sensors measuring performance criteria. A microprocessor computer creates respective pseudo-measurements relevant to the performance…


  • Gentle Machine Company

    Gentle Machine Company

    Gentle Machine Company was founded as a vehicle to pursue dexterous household robotics using the Deft Dexapod platform. When “robots” become ubiquitous household appliances, no one is going to call them robots anymore, and thanks to Hollywood “robot” implies a hazardous machine to many people – we’re getting ahead of that problem by accurately calling…


  • APEX Pro Digital Driving Coach

    APEX Pro Digital Driving Coach

    APEX Pro is powerful, cost effective, data acquisition for motorsports. APEX Pro’s mission is to lower the barrier to quality data acquisition by providing simple to use standalone hardware, controlled by your Apple/ iOS device, and the NEW APEX Pro Lap Timer feature that does not require hardware. The APEX Pro Hardware uses a 9…

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