ConvNeXt- A ConvNet for the 2020s - Paper Explained

ConvNeXt- A ConvNet for the 2020s - Paper Explained

Aleksa Gordić - The AI Epiphany via YouTube Direct link

Intro - convergence of transformers and CNNs

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1 of 10

Intro - convergence of transformers and CNNs

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ConvNeXt- A ConvNet for the 2020s - Paper Explained

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  1. 1 Intro - convergence of transformers and CNNs
  2. 2 Main diagram explained
  3. 3 Main diagram corrections
  4. 4 Swin transformer recap
  5. 5 Modernizing ResNets
  6. 6 Diving deeper: stage ratio
  7. 7 Diving deeper: misc inverted bottleneck, depthwise conv...
  8. 8 Results classification, object detection, segmentation
  9. 9 RIP DanNet
  10. 10 Summary and outro

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