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ImageNet and the Turning Point

  1. 01ImageNet and the Turning Point
  2. 02Fei-Fei Li and ImageNet
  3. 03The traditional approach
  4. 04AlexNet
  5. 05What it felt like
  6. 06What made it work
  7. 07How it taught itself
  8. 08Take a breath
  9. 09What did it actually learn?
  10. 10The field responds
  11. 11Why this was a hinge
  12. 12Memory card
  13. 13Reinforce your understanding
  14. 14Question: Data vs. algorithm
  15. 15Question: Hand-engineered vs. learned features
  16. 16Question: What does a turning point feel like from inside?
  17. 17Quiz: answer
  18. 18What you now know
  19. 19The machine could now see. The next question was whether it could read.
  20. 20Want to go deeper?
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