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CNN

Image Classification

Receptive field: 感受野

kernel size: 3×3 stride:步长

Parameter Sharing: Filter

Convolutional Layer

The Filters are used to detect the patterns. one Filter corresponding to one Feature Map 64 Filters corrsponding to 64 channels

Understanding

Neuron的通过Sharing Parameters感受不同的Receptive Field,这就是Filter

Pooling: Max Pooling

Convolution后,对Feature Map进行Max Pooling:

CNN structure