Transfer Learning
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01. Introduction
02. Bryan Catanzaro
03. GPU vs. CPU
04. Transfer Learning
05. Deep Learning History
06. ImageNet
07. AlexNet
08. Lab: AlexNet
09. Lab: ImageNet Inference
10. Lab: Traffic Sign Inference
11. Lab: Solution - Traffic Sign Inference
12. Lab: Feature Extraction
13. Lab: Solution - Feature Extraction
14. Lab: Training the Feature Extractor
15. Lab: Solution - Training the Feature Extractor
16. Lab: Conclusion
17. AlexNet Today
18. VGG
19. Empirics
20. GoogLeNet
21. ResNet
22. Lab: VGG, Inception (GoogLeNet) and ResNet
23. Lab: Cifar10 Aside
24. Lab: Feature Extraction with Cifar10
25. Lab: Solution - Feature Extraction with Cifar10
26. Lab: Feature Extraction with Traffic Signs
27. Lab: Solution - Feature Extraction with Traffic Signs
28. Lab: Transfer Learning Summary
29. Outro
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19. Empirics
Empirics