YOLOv8 Object Detection and Segmentation Models Comparison (No Tutorial)

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This is a comparison of YOLOv8 object detection and segmentation models out of the box. The comparison is on GTX1060 GPU.

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Thanks for comparison, are you planning to do yolov8 classification tutorial too? If so much appreciated!

tpkdr

Hi can we use yolo v8 for video semantic instance segmentation in autonomous driving applications

ravisoban

What is currently the best instance segmentation algorithm (doesn’t have to be real time)?

neverninetofive

Can you make a tutorial on how to use the new upgraded MediaPipe object detection in python with live stream footage?

onedori

That's also really useful, thanks! Do you happen to know what might make the best affordable (<$200) embedded hardware for yolo8 human detection/tracking?
I was thinking about a Jetson Nano Developer Kit and combining 4 streams in a grid at 5 frames per second.

Gee

how do you print fps on screen when running inference?

sabrimas

Hello I am using Yolov8 and when I label different classes and train my model it gives me the same response. For example I have 5 classes called "bir, iki, uc, dort, bes" but, when I start to predict mode it says that every class is the same.

Here are the photos of my problems

omerfarukceylan

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