IPHatch®

Robust AI Image Training

まとめ：

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

まとめ：

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

まとめ：

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

まとめ：

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

Hands-free Wearables

まとめ：

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