Real-Time Custom Object Detection - Jetson Nano

I want to do custom object detection on jetson nano. I tried many different ways(yolov7, yolov8 etc.) I am getting errors such as camera not opening, green screen and low fps when camera works, cuda not enabled with torch. Can somone help with the method that works most smoothly? Or is there a guide I can take as an example?

also i am using jetson nano 4gb, jetpack 4.6.1 and raspberry pi v2 camera.


It’s recommended to move to the latest software release first (JetPack 4.6.3).
Then you can try our jetson-inference for detection.


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