I’m trying to build a pipeline for vehicles detection, the pipeline look like this:
Vehicle Detection (PGIE) ----> Plate Status Classifier (SGIE1)
In order to get the plate status, the output of the PGIE (the vehicle) need to be cropped based on the bounding boxes coordination.
We have this picture entering the piepline:
After vehicle detection
Crop the vehicle before SGIE model
Classify plate status
How can I perform that? the preprocessing to the image?
Note: I can’t postprocess the vehicle detection model, because I have other SGIEs depending on it. so it has to be preprocessing between PGIE and SGIE
• Hardware Platform (Jetson / GPU): GPU
• DeepStream Version: 5.0
• JetPack Version (valid for Jetson only)
• TensorRT Version: 7.1
• NVIDIA GPU Driver Version (valid for GPU only): 440