Dynamically composable object tracker configuration for intelligent video analytics systems

A system comprising:

• memory;
• and
• a set of one or more processing devices operatively connected to the memory, the set of one or more processing devices to:
• track, using an object tracking application that implements an object tracker of a first object tracker type, a state of one or more objects included in an environment based at least on images depicting the environment, wherein the first object tracker type is one of a set of object tracker types comprising two or more of:
• a location-based object tracker type, a simple, online, real-time (SORT) object tracker type, a visual feature-based object tracker type, or a discriminative correlation feature (DCF) object tracker type;
• receive a request to perform tracking using a second object tracker type of the set of object tracker types, wherein the second object tracker type is different from the first object tracker type;
• configure the object tracking application to implement an object tracker of the second object tracker type in accordance with the request;
• and
• track, using the object tracking application that implements the object tracker of the second object tracker type, the state of the objects included in the environment based on the images depicting the environment.

A system comprising:

• a memory device comprising a plurality of libraries associated with an object tracker application, wherein each of the plurality of libraries corresponds to one or more respective object tracker types of a plurality of object tracker types;
• and
• a set of one or more processing devices coupled to the memory device, the set of one or more processing devices to:
• provide a user interface (UI) to a client device, wherein the UI comprises a plurality of UI elements that are each associated with an application module for the object tracker application, each application module corresponding to one or more distinct object tracker types of the plurality of object tracker types;
• responsive to detecting a user interaction with at least one of the plurality of UI elements, receive a request to configure the object tracking application to execute a set of application modules, wherein the set of application modules comprises one or more application modules associated with the at least one of the plurality of UI elements;
• initialize the set of application modules based on one or more libraries of the plurality of libraries;
• configure the object tracking application to execute the initialized set of application modules;
• and
• provide the configured object tracking application in accordance with the request.