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Visualization

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
​DeepLearning series: Convolutional Neural Networks (😍✨✨✨)​

Advanced Concepts

Classic Networks

Last modified 2yr ago