Abstract: A method of preprocessing incoming video data of at least one region of interest from a camera collecting video data having a first field of view is disclosed herein that includes receiving the incoming video data from the camera; preprocessing the incoming video data, by a computer processor, according to preprocessing parameters defined within a runtime configuration file, with the preprocessing including formatting the incoming video data to create first video data of a first region of interest with a second field of view that is less than the first field of view; and publishing the first video data of the first region of interest to an endpoint to allow access by a first subscriber.

Abstract: A method of processing first video data of a region of interest from incoming video data includes receiving, by a computer processor, the first video data that is preprocessed according to preprocessing parameters defined within a runtime configuration file, the preprocessing includes formatting the incoming video data to create the first video data of the first region of interest and processing, by the computer processor, the first video data to determine at least one output that is indicative of a first inference dependent upon the first video data. The preprocessing parameters are dependent upon the processing to be performed on the first video data.

Abstract: A method of processing first video data from incoming video data includes receiving the incoming video data; preprocessing the incoming video data, by a first computer processor, according to preprocessing parameters, wherein the preprocessing parameters include formatting the incoming video data to create first video data; publishing the first video data to an endpoint; subscribing, by a second computer processor, to the endpoint; and processing, by a second computer processor, the first video data to determine at least one output that is indicative of a first inference dependent upon the first video data. The preprocessing parameters that format the incoming video data to create the first video data are dependent upon the processing to be performed on the first video data.

Abstract: A method of committing video data and associated metadata to a blockchain ledger includes preprocessing the video data, by a first computer processor, according to preprocessing parameters defined within a runtime configuration file, wherein the video data is preprocessed to edit the video data to be suitable for use by a first artificial intelligence model. The method also includes accessing the preprocessed video data and associated metadata by the first artificial intelligence model with the first artificial intelligence model being configured to determine a first output that is indicative of a first inference dependent upon the preprocessed video data, formulating first annotated video data and associated metadata by the first artificial intelligence model that includes the first output indicative of the first inference, and accessing the preprocessed video data and associated metadata by a blockchain subscriber independent from the first artificial intelligence model.

Abstract: A method of preprocessing incoming video data of at least one region of interest from a camera collecting video data having a first field of view is disclosed herein that includes receiving the incoming video data from the camera; preprocessing the incoming video data, by a computer processor, according to preprocessing parameters defined within a runtime configuration file, with the preprocessing including formatting the incoming video data to create first video data of a first region of interest with a second field of view that is less than the first field of view; and publishing the first video data of the first region of interest to an endpoint to allow access by a first subscriber.

Abstract: A method of processing first video data of a region of interest from incoming video data includes preprocessing, according to preprocessing parameters defined within a runtime configuration file, incoming video data to create the first video data of the first region of interest and processing, by a computer processor, the first video data to determine at least one output that is indicative of a first inference dependent upon the first video data. The preprocessing parameters that format incoming video data to create the first video data are dependent upon the processing to be performed on the first video data.

Abstract: A method of processing first video data of a region from incoming video data collected by a camera. The method includes subscribing, by a first subscriber, to an endpoint at which the first video data is published after the first video data is preprocessed according to preprocessing parameters defined within a runtime configuration file. The preprocessing includes formatting the incoming video data to create the first video data of the first region of interest with a second field of view that is less than the first field of view. The method further includes processing, by a computer processor, the first video data to determine at least one output that is indicative of a first inference dependent upon the first video data. The preprocessing parameters that format incoming video data to create the first video data are dependent upon the processing to be performed on the first video data.