rknn.config(channel_mean_value='0 0 0 255', reorder_channel='0 1 2', batch_size=1)复制代码# Build model print('--> Building model') rknn.build(do_quantization=True, dataset='./data.txt',pre_compile=False)# rknn.build(do_quantization=False) ...
rknn.build(do_quantization=True,dataset='./dataset.txt') print('done') # Export RKNN Model rknn.export_rknn('./graph_opt_test.rknn') rknn.release() exit(0) 复制代码模型推理# To use Inference Engine backend, specify location of plugins: # export LD_LIBRARY_PATH=/opt/intel/deeplearn...
RKNN Inference Test 1. Introduction to RKNPU NPU (Neural Processing Unit) is a specialized processor designed to accelerate neural network computations. To meet the demands of artificial intelligence, Rockchip has gradually integrated NPUs into its processors. The NPU integrated into Rockchip proc...
2.5 安装相关依赖包和RKNN1.6.0 2.6 运行官方提供的demo,测试RKNN是否安装成功 三、总结 前言 实验室的项目需要用到Firefly的AIO-3399 ProC开发板,在PC端可安装RKNN Toolkit开发套件,总体思路就是,在本地使用PC电脑框架跑相关模型,通过官网相关模型转换代码,将tensorflow/pytorch/mxnet/keras 模型转换成rknn模型,从而...
Mar 2, 2022 LICENSE Initial commit Mar 2, 2022 Makefile fix async mode Mar 3, 2022 README.md fix async mode Mar 3, 2022 kiwi-rknn 封装的RKNN推理引擎 实现了arcface人脸识别、scrfd人脸检测、nanodet目标检测 Releases No releases published
Inference 参照https://github.com/leafqycc/rknn-cpp-Multithreading 代码进行修改,支持多线程池推理 Note 1.main_test_threadpool.cc文件中可通过修改threadNum变量值来设定线程数量 2.coreNum.cc中可设定使用的npu核数 3.demo部署的是定制训练的yolov8s-p2检测模型,对应着四个输出尺度。如需部署原始的yolov8s,...
if(ctx) rknn_destroy(ctx); if(model) free(model); if(fp) fclose(fp); return 0; } 复制代码我会每次打印inference消耗的时间,最后三次时间会明显增加,随后提示“Killed” 这是我的部分输出:4523: run_time: 25540 4524: run_time: 25014 4525: run_time: 25170 4526: run_time: 25620...
from rknn.api import RKNN rknn = RKNN() rknn.config(channel_mean_value='127.5 127.5 127.5 128', reorder_channel='2 1 0')print('--> Loading model') rknn.load_onnx(model='./resnet.onnx') print('done') print('--> Building model') rknn.build(do_quantization=False) ...
rknn-toolkit2 @ d333c7d utils .gitmodules 01_check.sh 02_preprocess.sh 03_build.sh LICENSE README.md blob_inference.py data_preprocess.py dataset.txt horizion_onboard_inference.py horizion_simulator_inference.py onnx2rknn_step1.py
RKNN-YOLOV5-BatchInference-MultiThreadingYOLOV5多张图片多线程C++推理 - crab2rab/RKNN-YOLOV5-BatchInference-MultiThreading