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

Claim 12:
13. An apparatus, comprising:
a local fall event detector having a processor and a memory operatively coupled to the processor, the local fall detector configured to receive a sequence of 2-dimensional video frames from a 2-dimensional camera that is disposed within a room at a care location and that records motion within a field of view of the 2-dimensional camera, the local fall event detector storing a convolutional neural network (CNN) trained based on aggregate data from a plurality of care locations,
the local fall event detector configured to detect a fall event from the sequence of 2-dimensional video frames, the local fall event detector configured to create a fall alert upon detection of the fall event, including fall event information; the local fall event detector configured to produce a final classification and a detection decision of the fall event based on both pattern recognition and on the sequence of 2-dimensional video frames, with larger frame-to-frame pattern changes resulting in higher detection scores;
the local fall event detector configured to transfer the fall alert, the fall event information and the sequence of 2-dimensional video frames relating to the fall event over a communications network to the remote server that receives notification of event validity from an event analysis service upon receiving the fall event information and the sequence of 2-dimensional video frames;
the sequence of 2-dimensional video frames being presented at the analysis service as a video sequence capable of being verified by a human observer.