Artificial Intelligence
卷积神经网络 (CNN)
Convolutional Neural Network (CNN)A class of deep learning models, primarily used for image processing, that employs a hierarchy of learnable filters to extract hierarchical features from input data. / 卷积神经网络（CNN），一种主要用于图像处理的深度学习模型，利用可学习的滤波器层级结构从输入数据中提取分层特征。
- Knowledge type
- 数学理论
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-10-08 07:56:45
Sub-knowledge points
Convolutional LayerPooling LayerFully Connected Layer
Higher-order knowledge points
Main parameters and performance indicators
kernel_size: The dimension of the sliding window over the input volumestride: The step size with which the kernel moves across the inputpadding: The amount of zero padding added to the input volume
Open problems
No unresolved problem recorded yet
Related literature
ranked by community starsComparison of convolutional neural network (CNN) methods using AlexNet and VGG16 architectures for disease detection in applesOpen source
Related products and links
No item recorded yet
Creation and modification trail
1 recordsRecord title: Convolutional Neural Network (CNN).
Node update feedback
review required