[Lecture 1] Introduction to Convolutional Neural Networks for Visual Recognition

[Lecture 2] Image Classification pipeline

[Lecture 3] Loss Functions and Optimization

[Lecture 4] Backpropagation and Neural Networks

[Lecture 5] Convolutional Neural Networks

[Lecture 6] Training Neural Networks, Part I

[Lecture 7] Training Neural Networks, part 2

[Lecture 8] Deep Learning Software

[Lecture 9] CNN Architectures

[Lecture 10] Recurrent Neural Networks

[Lecture 11] Detection and Segmentation

Assignment

assignment1.zip

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