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💎Concepts of Neural Networks
🙋‍♀️ Hello World of Deep Learning with Neural Networks
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🚪Introduction to Computer Vision
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🚩Concepts of Convolutional Neural Networks
👩‍💻 Works and Notes on CNNs
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💄Popular Strategies of Deep Learning
🤡Image Augmentation
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🤸‍♀️ Notes on Applied Machine Learning
🕵️‍♀️ Basics of Object Detection
➰Sequence Models In Deep Learning
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👀Quick Visual Info
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💫 Convolution
😏 Take A Look At Padding
😉 Let's See Pooling
🙄 Well, I have an RGB image
🤡 Ok, now I want to apply n filters
🤗 Check Your Understanding With A Full Example
🧐 References

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👀Visualization

PreviousAdvanced Concepts NextClassic Networks

Last updated 4 years ago

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 (😍✨✨✨)