History of Computer Vision and CNN Architectures: From LeNet to Vision Transformers

History of Computer Vision and CNN Architectures: From LeNet to Vision Transformers

Neural Breakdown with AVB via YouTube Direct link

- Intro

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- Intro

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History of Computer Vision and CNN Architectures: From LeNet to Vision Transformers

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  1. 1 - Intro
  2. 2 - Visualizing CNNs
  3. 3 - 1989
  4. 4 - 1998 - LeNet 5
  5. 5 - The 2000s
  6. 6 - 2012 - AlexNet
  7. 7 - 2014 - GoogLeNet and Inception Module
  8. 8 - 2014 - VGG
  9. 9 - 2015 - Batch Normalization
  10. 10 - 2015 - Residual Network
  11. 11 - 2016 - DenseNet
  12. 12 - 2017 - MobileNet
  13. 13 - 2018 - MobileNet V2
  14. 14 - 2020 - Vision Transformer
  15. 15 - 2022 - ConvNext
  16. 16 - Outro

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