Pooling Layers — Roadmap Step & Resources
Max and average pooling for downsampling and building translation invariance
- Level: advanced
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Study resources
- CNN Pooling Layers Explained (Video) — A practical explanation of max pooling and average pooling in CNNs.
- torch.nn.MaxPool2d (Article) — The official PyTorch documentation for pooling layers.
Part of
- Convolutional Neural Networks (CNNs) — section
- Deep Learning & Neural Networks roadmap — the full learning path