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Reading 11: Computer Vision and Convolutional Neural Networks
Convolutional Neural Networks
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Readings
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Slides
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FCA - Section 8.4
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PML - Chapter 14
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ISLP - Section 10.3
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D2L - Chapters 7 and 8
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CNNs (HdM)
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CNN Animations (HdM)
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Blank Slides
Videos
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Panopto SP25
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Harvard CS50 (53:00 - 1:27:12)
CNNs (StatQuest)
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Convolution (3b1b)
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Convolution 2 (3b1b)
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Panopto FA25
Notebooks
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MNIST CNN
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CNN (rasbt)
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CIFAR CNN
Blogposts
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CNNs (Zhou)
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Convolutions (Olah)
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CNNs (Olah)
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CNNs (Rao)
Quiz
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