【边缘设备】yolov5训练与rknn模型导出并在RK3588部署~总结(亲测有效)

时间:2025-01-30 08:47:49
RKNN-Toolkit2 is a software development kit for users to
perform model conversion, inference and performance evaluation on PC
and Rockchip NPU platforms (RK3566, RK3568, RK3588, RK3588S, RV1103, RV1106).
RKNN-Toolkit-Lite2 provides Python programming interfaces for Rockchip NPU platform
(RK3566, RK3568, RK3588, RK3588S) to help users deploy RKNN models and
accelerate the implementation of AI applications.

For the deployment of the RKNN model, please refer to:
/rockchip-linux/rknpu2

For RK1808/RV1109/RV1126/RK3399Pro, please use:
/rockchip-linux/rknn-toolkit
/rockchip-linux/rknpu
/airockchip/RK3399Pro_npuNOTES:
- Currently rknn-toolkit2 is not compatible with rknn-toolkit
- Currently only support on Ubuntu 18.04 python 3.6 / Ubuntu 20.04 python 3.8
- Latest version:1.4.0(Release version)