koodg123 / hls-lenet

The CNN based on the Xilinx Vivado HLS

HLS-LeNet

In the updating process...
Hardware equipment ZYNQ 7035 SoC.
Using AXI-master protocol to transmit weight with ARM.
1.LeNet.cpp —— The LeNet component code.
2.LeNet.h —— The header file.
3.LeNet_tb.cpp —— The testbench of the component.

Circuit

老图，当时把IP名称写错了，LeNet写成LetNet...

LeNet-Weights-Exporter

Use GPU to train the network and derive weights.
通过PC训练网络，然后将权重从多维转为一维数组通过ARM传输到FPGA的内部RAM
https://github.com/a2824256/LeNet-Weights-Exporter

相关文章

XILINX SDK Xil_Out32传入float类型参数的解决方案

https://blog.csdn.net/a2824256/article/details/89409786

XILINX HLS + Vivado + SDK实现通过AXI-Master协议从ARM(PS)传输数组到FPGA(PL)端RAM

https://blog.csdn.net/a2824256/article/details/89409671

Future Plan

1.使用OpenCL重新制作LeNet IP并导出为HLS项目