End to End Object Detection With Transformers

End to End Object Detection With Transformers

Aleksa Gordić - The AI Epiphany via YouTube Direct link

DETR model recap

1 of 13

1 of 13

DETR model recap

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Classroom Contents

End to End Object Detection With Transformers

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  1. 1 DETR model recap
  2. 2 DETR demo notebook
  3. 3 Visualizing attention notebook
  4. 4 Visualizing encoder attention
  5. 5 Going through the training script
  6. 6 Backbone construction
  7. 7 DETR construction
  8. 8 Data loading and nested tensors
  9. 9 Forward pass through ResNet backbone
  10. 10 Forward pass through the transformer
  11. 11 Hungarian matching algorithm
  12. 12 Loss calculation
  13. 13 Outro

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