47. Convolutional Neural Networks (CNNs) for Images
Images sathi CNN. Filter slide, pooling shrink, stack → head. Shape (B,C,H,W) lakshat theva.
What you will learn in this chapter
- Why images need special layers
- Convolution intuition
- Pooling simply
- CNN stack overview
- Practice before CNN project
Fictional data
Blinkit / Amazon Now / Mauli Dairy figures in this chapter are fictional sample data for learning only. They do not show real company numbers. People names are for practice; e-mails use example.com.
Concepts in this chapter
- 47.1Why Images Need Special Layers
- 47.2Convolution Intuition
- 47.3Pooling Simply
- 47.4CNN Stack Overview
- 47.5Practice, Tip and Close
The chapter recap is at the end of the last concept page.