MemryX

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

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

Models by DeGirum

MemryX MX3

Age Estimation

Model Name	Use Case	MAE	MSE
yolov8n_relu6_age--256x256_float_memryx_mx3_1	Age Estimation

Classification

Model Name	Use Case	Top‑1	Top‑5
mobilenet_imagenet--224x224_float_memryx_mx3_1	Classification
mobilenet_v2_imagenet--224x224_float_memryx_mx3_1	Classification
resnet50_imagenet--224x224_float_memryx_mx3_1	Classification
yolov8n_imagenet--224x224_float_memryx_mx3_1	Classification
yolov8n_relu6_fairface_gender--256x256_float_memryx_mx3_1	Gender Classification	91.18%	100.00%
yolov8s_imagenet--224x224_float_memryx_mx3_1	Classification

Detection

Model Name	Use Case	mAP 50‑95	mAP 50
yolov5n_relu6_coco--640x640_float_memryx_mx3_1	COCO Detection	24.61	41.30
yolov5s_relu6_coco--640x640_float_memryx_mx3_1	COCO Detection	34.90	53.82
yolov5m_relu6_coco--640x640_float_memryx_mx3_1	COCO Detection	41.99	60.31
yolov8n_coco--640x640_float_memryx_mx3_1	COCO Detection	0.3693	0.5223
yolov8n_relu6_coco--640x640_float_memryx_mx3_1	COCO Detection	0.3493	0.4994
yolov8n_coco_pose--640x640_float_memryx_mx3_1	COCO Pose Keypoints	bbox: 0.5227 kpts: 0.4923	bbox: 0.7116 kpts: 0.7923
yolov8n_coco_seg--640x640_float_memryx_mx3_1	COCO Instance Segmentation	bbox: 0.3618 mask: 0.2114	bbox: 0.5155 mask: 0.4303
yolov8n_relu6_car--640x640_float_memryx_mx3_1	Car Detection	0.6862	0.8568
yolov8n_relu6_face--640x640_float_memryx_mx3_1	Face Detection	0.5685	0.7760
yolov8n_relu6_fire_smoke--640x640_float_memryx_mx3_1	Fire & Smoke Detection	0.4151	0.7415
yolov8n_relu6_hand--640x640_float_memryx_mx3_1	Hand Detection	0.4606	0.7687
yolov8n_relu6_human_head--640x640_float_memryx_mx3_1	Head Detection	0.4850	0.7148
yolov8n_relu6_lp--640x640_float_memryx_mx3_1	License Plate Detection	0.5704	0.8632
yolov8n_relu6_person--640x640_float_memryx_mx3_1	Person Detection	0.3149	0.5211
yolov8n_relu6_ppe--640x640_float_memryx_mx3_1	PPE Detection	0.3587	0.6807
yolov8n_relu6_widerface_kpts--640x640_float_memryx_mx3_1	Face Detection with Five Keypoints	bbox: 0.2717 kpts: 0.2396	bbox: 0.7977 kpts: 0.5510
yolov8s_relu6_widerface_kpts--640x640_float_memryx_mx3_1	Face Detection with Five Keypoints
yolov8n_relu6_coco_pose--640x640_float_memryx_mx3_1	COCO Pose Keypoints	bbox: 0.5253 kpts: 0.4530	bbox: 0.7165 kpts: 0.7830
yolov8n_coco_seg--640x640_float_memryx_mx3_1	COCO Instance Segmentation	bbox: 0.4255 mask: 0.3429	bbox: 0.5549 mask: 0.4930
yolov8n_relu6_coco_seg--640x640_float_memryx_mx3_1	COCO Instance Segmentation	bbox: 0.3429 mask: 0.2826	bbox: 0.4889 mask: 0.4575
yolov8n_relu6_coco_seg--640x640_float_memryx_mx3_1	COCO Instance Segmentation	bbox: 0.3414 mask: 0.2080	bbox: 0.4875 mask: 0.4133