IPHatch®

Robust AI Image Training

Summary:

A method and system that generates training images for machine learning in image recognition by combining processed images, even when the original image capture conditions are unknown

Autonomous Vehicle Recognition

Summary:

A technique for autonomous vehicles that uses recognition and data to confirm detection of driving-related objects and provides completion status to evaluate safety and driving control accuracy

AI Image Classification

Summary:

A neural-network classifier learning method that improves image recognition speed and accuracy by training first on coarse class features and then refining with detailed class feature learning

Optimized Speech Recognition

Summary:

Builds and updates language models cheaply from text data, improving speech recognition accuracy with minimal manual effort

Hands-free Wearables

Summary:

An input device that recognizes tap locations on a user’s body by detecting vibration patterns through body tissues, enabling precise, hands-free input without removing the device