Rockchip

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

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

Models by DeGirum

RK3566

Age Estimation

Model Name
Use Case
MAE
MSE

yolov8n_relu6_age--256x256_quant_rknn_rk3566_1

Age Estimation

4.772

39.965

Classification

Model Name
Use Case
Top‑1
Top‑5

yolov8s_silu_imagenet--224x224_quant_rknn_rk3566_1

Classification

Detection

Model Name
Use Case
mAP 50‑95
mAP 50

yolov10n--640x640_float_rknn_rk3566_1

Detection

yolov10n--640x640_quant_rknn_rk3566_1

Detection

yolov8n_relu6_car--640x640_quant_rknn_rk3566_1

Car Detection

67.847

85.51

yolov8n_relu6_coco--640x640_quant_rknn_rk3566_1

COCO Detection

35.157

50.248

yolov8n_relu6_coco_pose--640x640_quant_rknn_rk3566_1

COCO Pose Keypoints

yolov8n_relu6_coco_seg--640x640_quant_rknn_rk3566_1

COCO Instance Segmentation

bbox: 34.315

mask: 28.387

bbox: 49.027

mask: 46.028

yolov8n_relu6_face--640x640_quant_rknn_rk3566_1

Face Detection

56.784

78.782

yolov8n_relu6_fairface_gender--256x256_quant_rknn_rk3566_1

Gender Classification

yolov8n_relu6_hand--640x640_quant_rknn_rk3566_1

Hand Detection

45.012

76.201

yolov8n_relu6_human_head--640x640_quant_rknn_rk3566_1

Human Head Detection

yolov8n_relu6_lp--640x640_quant_rknn_rk3566_1

License Plate Detection

56.194

86.072

yolov8n_relu6_person--640x640_quant_rknn_rk3566_1

Person Detection

27.968

46.866

yolov8n_relu6_ppe--640x640_quant_rknn_rk3566_1

Personal Protective Equipment (PPE) Detection

36.165

67.714

yolov8n_relu6_widerface_kpts--640x640_quant_rknn_rk3566_1

Face Detection with Five Keypoints

yolov8n_silu_coco--640x640_quant_rknn_rk3566_1

COCO Detection

36.771

51.872

yolov9t--640x640_float_rknn_rk3566_1

Detection

yolov9t--640x640_quant_rknn_rk3566_1

Detection

RK3568

Age Estimation

Model Name
Use Case
MAE
MSE

yolov8n_relu6_age--256x256_quant_rknn_rk3568_1

Age Estimation

4.772

39.965

Classification

Model Name
Use Case
Top‑1
Top‑5

yolov8s_silu_imagenet--224x224_quant_rknn_rk3568_1

Classification

Detection

Model Name
Use Case
mAP 50‑95
mAP 50

yolov10n--640x640_float_rknn_rk3568_1

Detection

yolov10n--640x640_quant_rknn_rk3568_1

Detection

yolov8n_relu6_car--640x640_quant_rknn_rk3568_1

Car Detection

67.847

85.51

yolov8n_relu6_coco--640x640_quant_rknn_rk3568_1

COCO Detection

35.157

50.248

yolov8n_relu6_coco_pose--640x640_quant_rknn_rk3568_1

COCO Pose Keypoints

yolov8n_relu6_coco_seg--640x640_quant_rknn_rk3568_1

COCO Instance Segmentation

bbox: 34.315

mask: 28.387

bbox: 49.027

mask: 46.028

yolov8n_relu6_face--640x640_quant_rknn_rk3568_1

Face Detection

56.784

78.782

yolov8n_relu6_fairface_gender--256x256_quant_rknn_rk3568_1

Gender Classification

yolov8n_relu6_fire_smoke--640x640_quant_rknn_rk3568_1

Fire & Smoke Detection

yolov8n_relu6_hand--640x640_quant_rknn_rk3568_1

Hand Detection

45.012

76.201

yolov8n_relu6_human_head--640x640_quant_rknn_rk3568_1

Human Head Detection

yolov8n_relu6_lp--640x640_quant_rknn_rk3568_1

License Plate Detection

56.194

86.072

yolov8n_relu6_person--640x640_quant_rknn_rk3568_1

Person Detection

27.968

46.866

yolov8n_relu6_ppe--640x640_quant_rknn_rk3568_1

Personal Protective Equipment (PPE) Detection

36.165

67.714

yolov8n_relu6_widerface_kpts--640x640_quant_rknn_rk3568_1

Face Detection with Five Keypoints

yolov8n_silu_coco--640x640_quant_rknn_rk3568_1

COCO Detection

36.771

51.872

yolov9t--640x640_float_rknn_rk3568_1

Detection

yolov9t--640x640_quant_rknn_rk3568_1

Detection

RK3588

Age Estimation

Model Name
Use Case
MAE
MSE

yolov8n_relu6_age--256x256_quant_rknn_rk3588_1

Age Estimation

4.772

39.965

Classification

Model Name
Use Case
Top‑1
Top‑5

yolov8s_silu_imagenet--224x224_quant_rknn_rk3588_1

Classification

Detection

Model Name
Use Case
mAP 50‑95
mAP 50

yolov10n--640x640_quant_rknn_rk3588_1

Detection

yolov8n_relu6_car--640x640_quant_rknn_rk3588_1

Car Detection

67.847

85.51

yolov8n_relu6_coco--640x640_quant_rknn_rk3588_1

COCO Detection

35.157

50.248

yolov8n_relu6_coco_pose--640x640_quant_rknn_rk3588_1

COCO Pose Keypoints

yolov8n_relu6_coco_seg--640x640_quant_rknn_rk3588_1

COCO Instance Segmentation

bbox: 34.315

mask: 28.387

bbox: 49.027

mask: 46.028

yolov8n_relu6_face--640x640_quant_rknn_rk3588_1

Face Detection

56.784

78.782

yolov8n_relu6_fairface_gender--256x256_quant_rknn_rk3588_1

Gender Classification

yolov8n_relu6_fire_smoke--640x640_quant_rknn_rk3588_1

Fire & Smoke Detection

yolov8n_relu6_hand--640x640_quant_rknn_rk3588_1

Hand Detection

45.012

76.201

yolov8n_relu6_human_head--640x640_quant_rknn_rk3588_1

Human Head Detection

yolov8n_relu6_lp--640x640_quant_rknn_rk3588_1

License Plate Detection

56.194

86.072

yolov8n_relu6_person--640x640_quant_rknn_rk3588_1

Person Detection

27.968

46.866

yolov8n_relu6_ppe--640x640_quant_rknn_rk3588_1

Personal Protective Equipment (PPE) Detection

36.165

67.714

yolov8n_relu6_widerface_kpts--640x640_quant_rknn_rk3588_1

Face Detection with Five Keypoints

yolov8n_silu_coco--640x640_quant_rknn_rk3588_1

COCO Detection

36.771

51.872

yolov9t--640x640_quant_rknn_rk3588_1

Detection

Last updated

Was this helpful?