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Understanding and Visualizing How Convolutional Neural Networks Learn

Understanding and Visualizing How Convolutional Neural Networks Learn

Neural Breakdown with AVB via YouTube Direct link

- Intro

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- Intro

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Classroom Contents

Understanding and Visualizing How Convolutional Neural Networks Learn

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  1. 1 - Intro
  2. 2 - Convolution with a basic example
  3. 3 - Kernels and Feature Maps
  4. 4 - Going 2D
  5. 5 - Convolution + Neural Nets
  6. 6 - Visualizing 1 kernel CNNs
  7. 7 - Visualizing multi kernel CNNs
  8. 8 - Size matters
  9. 9 - Deep CNNs
  10. 10 - Why are CNNs so awesome
  11. 11 - Teaser for next video

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