Convolutional Neural Network (CNN)

Strengths: Translation invariance, parameter sharing.
Applications: Image and video analysis, detection, segmentation.
Design choices: Kernel size, depth, residual connections.

Models & Architectures

Architecture for images and signals using convolution layers.

CNNs use convolutions and pooling operations to detect local patterns efficiently.