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CS231n Convolutional Neural Networks for Visual Recognition

course website

Homework

assignment1

  • K-Nearest-Neighbor classifier
  • Support Vector Machine
  • Softmax classifier
  • Two-Layer Neural Network
  • Higher Level Representations:Image Features

assignment2

  • Fully-connected Neural Network
  • Batch Normalization
  • Dropout
  • ConvNet on CIFAR-10

assignment3

  • Image Captioning with Vanilla RNNs
  • Image Captioning with LSTMs
  • Image Gradients: Saliency maps and Fooling Images
  • Image Generation: Classes, Inversion, DeepDream