I am using this system configuration 12th Gen Intel(R) Core™ i5-12400F and 16 GB RAM of speed 4800 MHz and 8GB of dedicated Graphics Card of NVIDIA GeForce RTX 3050 and also have 1TB SSD. Still when I run yolov8 x model it can’t process it give me output of 3 FPS. Can anyone suggest me the Best System Configuration so I can run the Yolo v8 x models smoothly.
What when you run inference, it should show you speeds for the preprocess and post process, as well as the actual inference speed; please share what those are.
Additionally, please share the output from running the CLI command
yolo checks
with your Python virtual environment active. Both of those will help better understand your set up and how to better advise.
I guess it would also be helpful to understand if you’re using the native PyTorch model .pt or if you’re exporting to another format