Convolutional Neural Networks
A class of deep neural networks, most commonly applied to analyzing visual imagery.
Description
Convolutional Neural Networks (CNNs) are a specialized kind of neural network for processing data that has a grid-like topology, such as images. CNNs use a mathematical operation called convolution in place of general matrix multiplication in at least one of their layers. They are particularly effective for image classification, object detection, and other computer vision tasks.
Examples
- 🖼️ Image classification
- 👤 Facial recognition
- 🚗 Object detection in self-driving cars
Applications
🏥 Medical image analysis
🚗 Autonomous vehicles
🔒 Security systems
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