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