Wangkkklll/VHDL_CNN

Implementation of CNN network based on VHDL

VHDLHTMLPythonC++VerilogC
This is stars and forks stats for /Wangkkklll/VHDL_CNN repository. As of 03 May, 2024 this repository has 25 stars and 3 forks.

VHDL_CNN Update 本项目的扩展基于HLS实现的代码 已经开源在cnn_hls文件夹下 Introduction 1、本项目是基于VHDL的卷积神经网络的RTL设计,所有的模块实现均采用手工设计 2、我们验证了设计的时序的准确性,包括使用软件仿真与硬件仿真的方法 3、我们加上了摄像头捕获数据与屏幕显示的数据流 4、我们仿真的前向传播延时约为100000,具体可参考我们的报告:report.docx Requirements 1、simulation requirements Quartus (Quartus Prime 18.0) Standard Edition + ModelSim - Intel FPGA Starter Edition 10.5b (Quartus Prime 18.0) 2、hardware requirements ov7725 + EP4CE10F17C8 + Seven-inch RGB display Usage 1、BNN模型的训练 cd Pytorch_Bnn python main_binary.py --model alexnet_binary...
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