Max Pooling
/mæks ˈpuːlɪŋ/
A pooling operation that takes the maximum value from each window of the feature map.
In italiano: Max PoolingMax pooling reduces spatial dimensions while preserving the strongest activations. Provides translation invariance and reduces computation. Most common pooling method in CNNs.
Examples
- 2x2 max pooling
- Downsampling by factor 2
- Spatial invariance