Patent ID: 11900782
Assignee: SAFELY YOU INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An apparatus, comprising:
a compute device having a processor and a memory operatively coupled to the processor, the compute device disposed at a care location, the compute device configured to receive a sequence of 2-dimensional video frames from a 2-dimensional camera that is disposed within a room at the care location and that records motion within a field of view of the 2-dimensional camera, the memory configured to store the sequence of 2-dimensional video frames, the compute device configured to receive from a remote compute device a convolutional neural network (CNN) trained based on aggregate data from a plurality of care locations
the processor configured to detect an event of interest from a set of predetermined events of interest and from the sequence of 2-dimensional video frames using the CNN, the processor configured to define an event alert upon detection of the event of interest, including event information;
the processor configured to produce a final classification and detection decision of the event of interest based on both pattern recognition and on the sequence of 2-dimensional video frames;
the processor configured to transfer the event alert, the event information and the sequence of 2-dimensional video frames relating to the event of interest over a communications network to a remote server that also receives notification of event validity for each event of interest from an event verification location upon receiving the event information and the sequence of 2-dimensional video frames;
the sequence of 2-dimensional video frames being presented at the event verification location as a video sequence capable of being verified by a human observer.