xmake-rknn

use xmake to build rknn model, after xmake-onnxruntime platform: debian11, rk3588, thanks for coolpi Laptop, GenBook

rknn driver

rknn-toolkit2

1.5G , large ,git or netdisk https://github.com/airockchip/rknn-toolkit2

• or just do it bellow:

sudo cp /debug/lib/librknnrt.so /usr/lib/

models

you can convert from onnx to rknn model use examples bellow: https://github.com/airockchip/rknn_model_zoo

NOTE: you can convert from onnx to rknn model use rknn-toolkit2 of version 2.3.2, x64 and aarch64 all support.

• or cp debug.tar.gz to your debug folder.

examples

• rknn_fp16 and i8 target("rknn_yolo11_zoo")
• rknn i8 target("rknn_yolo11_zoo_zero_copy")
• you can test other examples same as rknn_model_zoo.

xmake

for xmake, please check xmake-example: https://github.com/youngday/xmake-example

TODO

• add pose
• send result to web front end
• add video dream

reference

• https://github.com/airockchip/rknn_model_zoo
• https://github.com/cqu20160901/yolov11_dfl_rknn_Cplusplus
• https://github.com/yuunnn-w/rknn-cpp-yolo

Thanks !