Object Detection with YOLO v8 on Mac M1 | Opencv with Python tutorial

In this new video, I wanted to answer the question:
Can you use the power of YOLO v8 by Ultralytics on regular Apple Mac Mini M1 without Nvidia graphics card?

In this tutorial, we will see how to install YOLO v8 on Mac M1, and how to use it on the CPU and graphics card. We will also see a benchmark with the Nvida RTX 3060 graphics card on windows.

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#YOLOv8 #MacM1 #ObjectDetection

[justus]

i am only half way through the video and this is by far the best one i've seen yet. zero issues following, very clearly explained and the structure is perfect.

done! Thanks!!: MBP M2 Pro on 640x640 video running at 29ms per frame on battery power, 20ms on full power. Rough calculation with ms per 100k pixels shows it's about 4x faster than M1. Also 170ms on CPU is quite good

[theaimentor]

hello pysource i love your videos and please make a video on action recognition using pytorch and python, thank you ❤️

[mikhaildenisov]

Hello Sergio Canu, thanks for the interesting video! When will the course on training YOLO v8 on custom object detector ?

[calvinkoung]

Hi, thanks your video. When I use my macbook pro (M1pro) test my MPS is appear true, but run my code I can't saw the speed is incerase. It seems like doesn't work by gpu. How can I to solve ? tks

[SunTzuLT]

Hi, i am searching for a tool to identify archaeological finds from photos. We need size, color, and hopefully with a big database, type, and date when it was used. Do you know any?

[__s__a__b__i__r__]

How to use yolov8 to track objects so that the trajectory is drawn?

[g.s.]

Ciao, dove posso scaricare il video dei cani in modo da fare lo stesso test di velocità della mia GPU?

[CieEncima]

Hi
On my laptop Rtx 3060, with input video 1280x720 and inference image size 800x480, i get 6ms with Tensor Rt, segemtation medium model. Wich is near 10 times faster than M1... And on the M1, post-process is 13.4ms...

[allies]

Hey Pysource can you make how you can detect if a truck has lifted wheel axle or not?

[minhhnguyen]

Can the teacher guide a lesson to identify objects with yolo and control the webcam to follow that object? using jetson nano. Thank you very much sir, have a nice evening

[clacircolassiol]

Can you do an example counting like haw many cows across the line similar a counting people Chosen one classes.

[sagnikghosh]

Hello Pysource, can you please provide an idea or tutorial to predict a person weight using computer vision in real time ? Can you please help me on that

[g.s.]

su ubuntu desktop 22.04 con una A4000 i frame vengono elaborati in un tempo medio intorno ai 13ms con punte di 18ms... direi niente male yolo8

[neilhaddley]

On my M2 MacBook Air I got this result (in line with the older GPU?)

0: 384x640 1 dog, 28.6ms
Speed: 1.4ms preprocess, 28.6ms inference, 11.0ms postprocess per image at shape (1, 3, 384, 640)

[_andremattos]

Hi, I’m trying to train yolov8 on my M1 Pro MacBook using mps but it doesn’t work. Did you have any luck in training for obj detection?

[yeahwearegood]

Make a video on segmentation and other Yolo modules
I am getting errors in attributes not in list

[pierre.a]

nice video ! How to directly show the actual name of the detected object instead of numbers ?
Thank you

[bosschoudhuri]

in first step it showing that comand not found: pip

[electrobrains]

yolov8 custom object detection tutorial ?

[clacircolassiol]

Or like a counting a car going up and down only selecting only one animal classes with yolo v8 for Mac m1
Rgds.