Understanding Hyper-parameter-tuning of YOLO’s

Different hyper-parameters and their importance in model building

YOLO (You Only Look Once) is a state-of-the-art object detection system that can detect objects in real-time. YOLOv8 is the latest version of YOLO, and it has several hyperparameters that affect the performance of the model. In this answer, we will discuss the different hyperparameters in YOLOs and YOLOv8 and their meanings.

Hyper-parameter tuning

In the context of object detection, hyperparameter tuning refers to the process of selecting …

art artificial intelligence computer vision context detection discuss hyperparameter hyper-parameter-tuning importance look object-detection objects performance process real-time segmentation state training understanding values yolo