Apple Inc.

David Scott Prager

Krishnendu Chaudhury

Prasad Narasimha Akella

Ananth Uggirala

Ananya Honnedevasthana Ashok

Devashish Shankar

Sujay Venkata Krishna Narumanchi

Zakaria Ibrahim Assoul

Sameer Gupta

Yash Raj Chhabra

Ashish Gupta

The systems and methods provide an action recognition and analytics tool for use in manufacturing, health care services, shipping, retailing and other similar contexts. Machine learning action recognition can be utilized to determine cycles, processes, actions, sequences, objects and or the like in one or more sensor streams. The sensor streams can include, but are not limited to, one or more video sensor frames, thermal sensor frames, infrared sensor frames, and or three-dimensional depth frames. The analytics tool can provide for automatic creation of certificates for each instance of a subject product or service. The certificates can string together snippets of the sensor streams along with indicators of cycles, processes, action, sequences, objects, parameters and the like captured in the sensor streams.

Automated certificate systems and methods

The systems and methods provide an action recognition and analytics tool for use in manufacturing, health care services, shipping, retailing and other similar contexts. Machine learning action recognition can be utilized to determine cycles, processes, actions, sequences, objects and or the like in one or more sensor streams. The sensor streams can include, but are not limited to, one or more video sensor frames, thermal sensor frames, infrared sensor frames, and or three-dimensional depth frames. The analytics tool can provide for process validation, anomaly detection and in-process quality assurance.

Real time anomaly detection systems and methods

Growing community of inventors

Mountain View, CA, United States of America

David Scott Prager