Nvidia Deepstream for AI-based computer vision applications in production

In this section, I will explain how to develop a simple application using the Deepstream framework. The application creates a pipeline that has as a main objective the detection of cars and people, and to determine if they are inside a previously defined restricted zone. By default, the detected objects will be indicated with a green rectangle, and only those inside the restricted zones will be marked with red rectangles. The whole code of the project is located here. Each green block performs a specific task within the pipeline.