DeGirum

This page features models for DeGirum devices currently available on the DeGirum AI Hub model zoo.

• Models are located at the DeGirum model zoo on the AI Hub.

Models by DeGirum

Orca

Age Estimation

Model Name	Use Case	MAE	MSE
yolov8n_relu6_age--256x256_quant_n2x_orca1_1	Age Estimation	4.782	40.114

Classification

Model Name	Use Case	Top‑1	Top‑5
resnet50_imagenet--224x224_pruned_quant_n2x_orca1_1	Classification
yolov8n_relu6_fairface_gender--256x256_quant_n2x_orca1_1	Gender Classification

Detection

Model Name	Use Case	mAP 50‑95	mAP 50
yolov8n_dota_obb--1024x1024_quant_n2x_orca1_1	OBB Detection	44.495	59.260
yolov8n_relu6_car--640x640_quant_n2x_orca1_1	Car Detection	67.881	85.512
yolov8n_relu6_coco--640x640_quant_n2x_orca1_1	COCO Detection	34.025	48.993
yolov8n_relu6_coco_pose--640x640_quant_n2x_orca1_1	COCO Pose Keypoints
yolov8n_relu6_coco_seg--640x640_quant_n2x_orca1_1	COCO Instance Segmentation	bbox: 32.873 mask: 26.958	bbox: 47.176 mask: 44.066
yolov8n_relu6_face--640x640_quant_n2x_orca1_1	Face Detection	56.787	78.674
yolov8n_relu6_fire_smoke--640x640_quant_n2x_orca1_1	Fire & Smoke Detection
yolov8n_relu6_hand--640x640_quant_n2x_orca1_1	Hand Detection	44.26	75.884
yolov8n_relu6_human_head--640x640_quant_n2x_orca1_1	Human Head Detection
yolov8n_relu6_lp--640x640_quant_n2x_orca1_1	License Plate Detection	56.079	85.766
yolov8n_relu6_person--640x640_quant_n2x_orca1_1	Person Detection	27.952	46.705
yolov8n_relu6_ppe--640x640_quant_n2x_orca1_1	Personal Protective Equipment (PPE) Detection	36.19	68.185
yolov8n_relu6_widerface_kpts--640x640_quant_n2x_orca1_1	Face Detection with Five Keypoints