Patent ID: 11967127
Assignee: SONY INTERACTIVE ENTERTAINMENT LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A system for training a neural network for recognition of image dynamic, comprising:
a processor;
a memory;
instructions embodied within the memory which when executed cause the processor to carry out a method for training a neural network to generate image vectors representing image dynamics, the method comprising:
a) generating an image vector representing image dynamics from an image from a single image stream using only the single image as an image input to a first neural network;
b) predicting a previous image and a subsequent image in the image stream from the image vector using a second neural network;
c) comparing the predicted previous image and subsequent image with an actual previous and/or subsequent image from the image stream;
d) training the first and second neural networks using a result of the comparison; and
e) using the image vector from the fully trained first neural network to train a third neural network to recognize and classify features from image dynamics and classifying features in the single image from the image dynamics.