How to modify the images of input rtsp stream in Nvidia deepstream pipeline, before feeding to the model for inference?

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I have set up a simple Deepstream application for yolo object detection, i am able to detect the object. Now I need to send a cropped and resized version of input image for model inference, So where/how does I do that ?

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