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Decoding YOLOv8: A High-Level Overview

Explore the YOLOv8 model's architecture and features, including its anchor-free approach, enhanced convolutional blocks, and ability to handle detection, classification, and segmentation tasks. Understand how to run inference on different input types and adjust confidence thresholds for improved accuracy.

YOLOv8 is a new state-of-the-art computer vision model built by Ultralytics, the creators of YOLOv5. The YOLOv8 model supports object detection, classification, and segmentation.

Improvements in YOLOv8

Improvements in YOLOv8
Improvements in YOLOv8
  • Anchor-free: YOLOv8 is an anchor-free model. ...