Model - Hyperparameter Support

Object Detection - Hyperparameters

Support Grid

Model	MAX_BBOX_PER_IMG	MAX_BBOX_PER_CLS	NMS_PRE	MIN_BBOX_SIZE	IOU	SCORE_THRESHOLD	CONFIDENCE_THRESHOLD
YOLOV8	YES	YES	YES	NO	YES	YES	YES
RTMDet	Yes	Yes	Yes	Yes	Yes	Yes	Yes
YOLOX	NO	Yes	Yes	NO	Yes	Yes	YES

Hyperparameter Description

Hyperparameter	Definition	Default Value
MAX_BOX_PER_IMG	Maximum number of bounding boxes to generate per image	100
MAX_BOX_PER_CLS	Maximum Number of Bounding Boxes to generate per class	100
NMS_PRE	The number of bounding boxes before Non Max Supression	1000
IOU	The IOU Threshold for Non Max Suppression	0.65
SCORE_THRESHOLD	The Threshod used to filter out boxes using class score	0.03
CONFIDENCE_THRESHOLD	The Threshold used to filter out boxes using confidence score	0.005