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_float_rknn_rk3566_1	Person Detection	31.266	50.870
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_float_rknn_rk3568_1	Person Detection	31.997	51.401
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
yolov5n_relu6_coco--640x640_float_rknn_rk3588_1	COCO Detection	25.33	42.05
yolov5n_relu6_coco--640x640_quant_rknn_rk3588_1	COCO Detection	24.89	41.75
yolov5s_relu6_coco--640x640_float_rknn_rk3588_1	COCO Detection	35.47	54.15
yolov5s_relu6_coco--640x640_quant_rknn_rk3588_1	COCO Detection	34.88	53.82
yolov5m_relu6_coco--640x640_float_rknn_rk3588_1	COCO Detection	42.35	60.46
yolov5m_relu6_coco--640x640_quant_rknn_rk3588_1	COCO Detection	41.65	60.34
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_float_rknn_rk3588_1	Person Detection	31.997	51.405
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