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

Claim 14:
15. An apparatus, comprising:
an event detector having a processor and a memory operatively coupled to the processor, the event detector configured to detect a plurality of events of interest from a sequence of video frames received from a 2-dimensional camera that is disposed at a care location and that records motion in a first of view of the 2-dimensional camera, the event detector configured to detect the plurality of events of interest, and the event detector adapted to create an event alert upon detection of an event from the plurality of events of interest, including event information, the event detector including a convolutional neural network trained from data collected from a plurality of care locations;
the event detector configured to produce a final classification and detection decision of the event based on both pattern recognition and on the sequence of video frames, with larger frame-to-frame pattern changes resulting in higher detection scores;
the event detector configured to transfer the event alert, the event information and the sequence of video frames relating to the event over a communications network to a remote server that receives notification of event validity upon receiving the event information and the sequence of video frames, and that analyzes the sequence of video frames to 1) identify an impact of the plurality of events of interest on staff and patient safety and 2) provide training to prevent the plurality of events of interest.