Patent ID: 11948401
Assignee: NIGHTINGALE.AI CORP.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. The method of claim 5, wherein the method further comprises:
calculating the m groups of feature data based on key points of the POI;
calculating a first set of features by using a first convolutional layer of a convolutional neural network;
calculating a second set of features by using a second convolutional layer in the convolutional neural network;
processing the first set of features and the second set of features by applying at least one of maximum pooling and flattening;
generating a fully connected layer for performing classification using the first set of features and the second set of features;
determining potential classification results using the fully connected layer, where a potential classification result includes a posture class having a confidence score; and
outputting a classification result as the posture class having a highest confidence score.