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Deep Learning Academy · Lesson

LeNet & AlexNet: The First Wins

Where modern CNNs began.

Where CNNs Began

Long before todays giants, two small networks proved that learned convolutions could read images. Lets meet the pioneers.

LeNet-5 Reads Digits

In 1998 Yann LeCun built LeNet-5 to recognize handwritten digits on checks. It was tiny, but it worked beautifully.

All lessons in this course

  1. LeNet & AlexNet: The First Wins
  2. VGG: Stacks of Small Filters
  3. ResNet: Skip Connections Go Deep
  4. Load torchvision Models
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