US 2021/0334544 A1 · Computer Vision Learning System

Abstract

A computer vision learning system and corresponding computer-implemented method extract meaning from image content. The computer vision learning system comprises at least one image sensor that transforms light sensed from an environment of the computer vision learning system into image data representing a scene of the environment. The computer vision learning system further comprises a digital computational learning system that includes a network of actor perceiver predictor (APP) nodes and a library of visual methods available to the APP nodes for applying to the image data. The digital computational learning system employs the network in combination with the library to determine a response to a query and outputs the response determined. The query is associated with the scene. The computer vision learning system is capable of answering queries not just about what is happening in the scene, but what would happen based on the scene in view of hypothetical conditions and/or actions.

Claims77

Dependent claims

A computer vision learning system comprising:

at least one image sensor configured to transform light sensed from an environment of the computer vision learning system into image data;
and
a digital computational learning system configured to determine activity-related information from the image data based on a network of actor perceiver predictor (APP) nodes, the activity-related information associated with an activity in the environment,
the digital computational learning system further configured to determine the activity-related information based on identifying at least one APP node of the APP nodes in the network as active based on a context and result of the at least one APP node being satisfied, the context and result associated with the activity.

1 more element

A computer-implemented method comprising:

transforming light sensed from an environment into image data;
and
determining activity-related information from the image data based on a network of actor perceiver predictor (APP) nodes, the activity-related information associated with an activity in the environment, the determining including identifying at least one APP node of the APP nodes in the network as active based on a context and result of the at least one APP node being satisfied, the context and result associated with the activity.

Dependencies are inferred from the claim text.

Computer Vision Learning System

Life of this patent

Computer Vision Learning System

Life of this patent

Abstract

Claims77