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