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About What Is Convolutional Neural Network
A Convolutional Neural Network (CNN) is a type of deep learning algorithm used for tasks like image classification, detection, and segmentation. CNNs have a hierarchical structure with convolutional layers that apply filters to extract patterns from data. They also use pooling layers to reduce dimensionality and fully connected layers to perform classification. CNNs are inspired by the visual cortex and use techniques like convolution operations, shared weights, and pooling to achieve translation invariance. Regularization methods like dropout and data augmentation help reduce overfitting in CNNs.
Detailed Information
| Author: | ['ahmedliet143'] |
|---|---|
| Publication Year: | 2024 |
| Pages: | 16 |
| Language: | English |
| Format: | |
| Price: | FREE |
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