Visualization of concepts explained in P1 and P2 to wrap them up 👩‍🎓

💫 Convolution

Applying a filter to extract features 🤗
Problem 😰: Images are shrinking 😱

😏 Take A Look At Padding

Images Are Too Large, Performance is Down 😔

😉 Let's See Pooling

🙄 Well, I have an RGB image

Filters must have depth that is equal to number of color channels

🤡 Ok, now I want to apply n filters

Depth of the output will be equal to n

🤗 Check Your Understanding With A Full Example

🧐 References