Masimo Corporation

Datamax-o'neil Corporation

Naoki Kokawa

Guy M Heaton

Chad M Gundlach

Ammar Al-Ali

Bilal Muhsin

Chad A DeJong

Nicholas Evan Barker

Mohammad Usman

Valery G Telfort

Takuya Idehara

Richard Priddell

Mahdi Mohammadi

Edmond Wing Lun Yu

Systems and methods are provided for machine learning based monitoring. Image data from a camera is received. On the hardware accelerator, a person detection model based on the image data is invoked. The person detection model outputs first classification result. Based on the first classification result, a person is detected. Second image data is received from the camera. In response to detecting the person, a fall detection model is invoked on the hardware accelerator based on the second image data. The fall detection model outputs a second classification result. A potential fall based on the second classification result is detected. An alert is provided in response to detecting the potential fall.

Machine learning based monitoring system

Bite block

A portable printer having improved ergonomic and operational characteristics. The printer includes an asymmetrically-damped media centering mechanism having first and second media support members moveable along a common longitudinal axis and configured to grasp roll media. The media support members are coupled to a reciprocal movement mechanism configured to translate a longitudinal movement of the first media support member into a corresponding opposite longitudinal movement of the second media support member. A pivoting arm is coupled to the reciprocal movement mechanism. The pivoting arm pivots to a first position when the first and second media support members are moved closer to each other, which causes a damping gear to engage the reciprocal movement mechanism, thereby damping the grasping motion of the media support members and providing an improved user experience. The printer facilitates one-handed operation, including one-handed loading and unloading of media, enabling its use in a variety of environments.

Portable printer with asymmetrically-damped media centering

Growing community of inventors

Tustin, CA, United States of America

Naoki Kokawa