CPC H04L 43/08 (2013.01) [H04L 41/0803 (2013.01); H04L 41/16 (2013.01); H04L 65/61 (2022.05); H04W 76/10 (2018.02)] | 17 Claims |
1. A system for performing customized machine learning analysis of a data stream, comprising:
a cloud service executed on at least one processor of a first datacenter, the cloud service configured to:
receive a first data stream from a sensor device;
train a machine-learning model to recognize selected elements of the first data stream that are selected from a package of template models, wherein the first data stream is a video stream, and the package of template models includes at least one set of image models, wherein to train the machine-learning model, the cloud service is configured to receive a selection of the at least one set of image models via a graphical user interface including a menu of the image models; and
deploy the machine-learning model to a second datacenter;
the second datacenter including a memory configured to store the machine-learning model and at least one processor configured to:
receive a second data stream via a network connection; and
locally interrogate the second data stream based on the machine-learning model to generate an element set including the selected elements; and
a logic service configured to:
receive a selection of one or more properties of the element set and one or more logical operators via a graphical user interface to generate user-configured logical rules; and
apply the user-configured logical rules to the element set.
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