OpenCV YOLOv3 Real-time video object detection using PYNQ through HDMI input

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1

Hi,

Is it possible to perform real time object detection on a custom dataset using yolov3 on OpenCV on PYNQ-Z2

I have seen object detection being performed on PYNQZ2 using tinier yolo from a QNN but it was only still images.

Anyone know?

Thanks

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2

What do you mean, you would like to create Pynq for microblaze?

3

My question is simply, is the PYNQ-Z2 capable of running real time object detection using yolov3?

4

Hi,

If you can optimize it to process a 30 or 60 FPS video. I think the answer is yes.

For this kind of question, I think it’s better if you look for research papers which optimize deep learning models for FPGA.