This repo is assignment solution of Stanford University CS231n: Convolutional Neural Networks for Visual Recognition in 2017
Q1:k-Nearest Neighbor classifier Q2:Training a Support Vector Machine Q3:Implement a Softmax classifier Q4:Two-Layer Neural Network Q5:Higher Level Representations: Image Features
Q1:Fully-connected Neural Network Q2:Batch Normalization Q3:Dropout Q4:Convolutional Networks Q5:PyTorch / TensorFlow on CIFAR-10
Q1:Image Captioning with Vanilla RNNs Q2:Image Captioning with LSTMs Q3:Network Visualization: Saliency maps, Class Visualization, and Fooling Images Q4:Style Transfer Q5:Generative Adversarial Networks