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

Model Name	Use Case	mAP 50-95	mAP 50
yolov8n_relu6_age--256x256_quant_rknn_rk3566_1	Age Estimation	bbox: 4.772	bbox: 39.965
yolov8n_relu6_car--640x640_quant_rknn_rk3566_1	Car Detection	bbox: 67.847	bbox: 85.51
yolov8n_relu6_coco--640x640_quant_rknn_rk3566_1	COCO Detection	bbox: 35.157	bbox: 50.248
yolov8n_silu_coco--640x640_quant_rknn_rk3566_1	COCO Detection	bbox: 36.771	bbox: 51.872
yolov8n_relu6_widerface_kpts--640x640_quant_rknn_rk3566_1	COCO Face 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	bbox: 56.784	bbox: 78.782
yolov8n_relu6_fairface_gender--256x256_quant_rknn_rk3566_1	Gender Classification	-	-
yolov8n_relu6_hand--640x640_quant_rknn_rk3566_1	Hand Detection	bbox: 45.012	bbox: 76.201
yolov8n_relu6_lp--640x640_quant_rknn_rk3566_1	License Plate Detection	bbox: 56.194	bbox: 86.072
yolov8n_relu6_person--640x640_quant_rknn_rk3566_1	Person Detection	bbox: 27.968	bbox: 46.866
yolov8n_relu6_ppe--640x640_quant_rknn_rk3566_1	Personal Protective Equipment (PPE) Detection	bbox: 36.165	bbox: 67.714
yolov10n--640x640_float_rknn_rk3566_1	-	-	-
yolov10n--640x640_quant_rknn_rk3566_1	-	-	-
yolov8n_relu6_human_head--640x640_quant_rknn_rk3566_1	Human Head Detection	-	-
yolov8s_silu_imagenet--224x224_quant_rknn_rk3566_1	-	-	-
yolov9t--640x640_float_rknn_rk3566_1	-	-	-
yolov9t--640x640_quant_rknn_rk3566_1	-	-	-

RK3568

Model Name	Use Case	mAP 50-95	mAP 50
yolov8n_relu6_age--256x256_quant_rknn_rk3568_1	Age Estimation	bbox: 4.772	bbox: 39.965
yolov8n_relu6_car--640x640_quant_rknn_rk3568_1	Car Detection	bbox: 67.847	bbox: 85.51
yolov8n_relu6_coco--640x640_quant_rknn_rk3568_1	COCO Detection	bbox: 35.157	bbox: 50.248
yolov8n_silu_coco--640x640_quant_rknn_rk3568_1	COCO Detection	bbox: 36.771	bbox: 51.872
yolov8n_relu6_widerface_kpts--640x640_quant_rknn_rk3568_1	COCO Face 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	bbox: 56.784	bbox: 78.782
yolov8n_relu6_fairface_gender--256x256_quant_rknn_rk3568_1	Gender Classification	-	-
yolov8n_relu6_hand--640x640_quant_rknn_rk3568_1	Hand Detection	bbox: 45.012	bbox: 76.201
yolov8n_relu6_lp--640x640_quant_rknn_rk3568_1	License Plate Detection	bbox: 56.194	bbox: 86.072
yolov8n_relu6_person--640x640_quant_rknn_rk3568_1	Person Detection	bbox: 27.968	bbox: 46.866
yolov8n_relu6_ppe--640x640_quant_rknn_rk3568_1	Personal Protective Equipment (PPE) Detection	bbox: 36.165	bbox: 67.714
yolov10n--640x640_float_rknn_rk3568_1	-	-	-
yolov10n--640x640_quant_rknn_rk3568_1	-	-	-
yolov8n_relu6_fire_smoke--640x640_quant_rknn_rk3568_1	Fire & Smoke Detection	-	-
yolov8n_relu6_human_head--640x640_quant_rknn_rk3568_1	Human Head Detection	-	-
yolov8s_silu_imagenet--224x224_quant_rknn_rk3568_1	-	-	-
yolov9t--640x640_float_rknn_rk3568_1	-	-	-
yolov9t--640x640_quant_rknn_rk3568_1	-	-	-

RK3588

Model Name	Use Case	mAP 50-95	mAP 50
yolov8n_relu6_age--256x256_quant_rknn_rk3588_1	Age Estimation	bbox: 4.772	bbox: 39.965
yolov8n_relu6_car--640x640_quant_rknn_rk3588_1	Car Detection	bbox: 67.847	bbox: 85.51
yolov8n_relu6_coco--640x640_quant_rknn_rk3588_1	COCO Detection	bbox: 35.157	bbox: 50.248
yolov8n_silu_coco--640x640_quant_rknn_rk3588_1	COCO Detection	bbox: 36.771	bbox: 51.872
yolov8n_relu6_widerface_kpts--640x640_quant_rknn_rk3588_1	COCO Face 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	bbox: 56.784	bbox: 78.782
yolov8n_relu6_fairface_gender--256x256_quant_rknn_rk3588_1	Gender Classification	-	-
yolov8n_relu6_hand--640x640_quant_rknn_rk3588_1	Hand Detection	bbox: 45.012	bbox: 76.201
yolov8n_relu6_lp--640x640_quant_rknn_rk3588_1	License Plate Detection	bbox: 56.194	bbox: 86.072
yolov8n_relu6_person--640x640_quant_rknn_rk3588_1	Person Detection	bbox: 27.968	bbox: 46.866
yolov8n_relu6_ppe--640x640_quant_rknn_rk3588_1	Personal Protective Equipment (PPE) Detection	bbox: 36.165	bbox: 67.714
yolov10n--640x640_quant_rknn_rk3588_1	-	-	-
yolov8n_relu6_fire_smoke--640x640_quant_rknn_rk3588_1	Smoke & Fire Detection	-	-
yolov8n_relu6_human_head--640x640_quant_rknn_rk3588_1	Human Head Detection	-	-
yolov8s_silu_imagenet--224x224_quant_rknn_rk3588_1	-	-	-
yolov9t--640x640_quant_rknn_rk3588_1	-	-	-