卷积神经网络网络搭建

机器之心GitHub项目：从零开始用TensorFlow搭建卷积神经网络

卷积神经网络：机器视角：长文揭秘图像处理和卷积神经网络架构深度|从入门到精通：卷积神经网络初学者指南（附论文）专栏|卷积神经网络简介重磅论文|解析深度卷积神经网络的14种设计模式（附下载）深度|从入门到精通：卷积神经网络初学者...

深度学习笔记11：利用numpy搭建一个卷积神经网络

本节内容将继续秉承之前 DNN 的学习路线，在利用 Tensorflow 搭建神经网络之前，先尝试利用 numpy 手动搭建卷积神经网络，以期对卷积神经网络的卷积机制、前向传播和反向传播的原理和过程有更深刻的理解。单步卷积过程在正式搭建 CNN 之前...

仅使用NumPy完成卷积神经网络CNN的搭建（附Python代码）

本文将展示如何使用NumPy来构建卷积神经网络（Convolutional Neural Network,CNN）。CNN是较早提出的一种神经网络，直到近年来才变得火热，可以说是计算机视觉领域中应用最多的网络。一些工具箱中已经很好地实现CNN模型，相关的库函数已经...

HaaS AI之VSCode中搭建Pytorch简单卷积神经网络

如果是回归问题，损失函数一般使用均方差，在卷积神经网络模型的反向传播中，仍然是基于梯度下降算法来优化参数的。梯度优化算法同样可以应用到卷积神经网络模型中。使用方法非常简单，直接调用PyTorch中的torch.optim模块即可。例如，...

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