search

PacktPublishing / Artificial-Intelligence-for-Robotics-2e

Artificial Intelligence for Robotics - Second Edition, published by Packt
21 stars 11 forks source link

Desktop computer requirements #5

Open mxlfrbt opened 3 months ago

mxlfrbt commented 3 months ago

In your book you mention desktop computer, but not giving any details what is under the hood of your desktop. Do you have a requirements for the desktop computer? Because I don't have powerful desktop machine to train neural network, only laptop Apple M1 2019, and Intel NUC with mobile Intel Core i7 11 generation with built-in GPU.. Will it be sufficient? Can I train CNN straight on the Jetson?

mxlfrbt commented 3 months ago

I have compared results running yolov8n on my mac book m1 16GB and nvidia jetson xavier nx 16GB. With the same picture it takes 3 seconds for M1, and 15 seconds for Xavier NX 16GB to detect all objects on it. Command was running from the book, just picture found on the internet

yolo task=detect mode=predict model=yolov8n.pt source="test.png"