Solutions to CS231n Assignments: Convolutional Neural Networks for Visual Recognition Link to course website - http://cs231n.stanford.edu/
- k-Nearest Neighbor classifier
- Support Vector Machine
- Softmax Classifier
- Two-Layer Neural Network
- Higher Level Representations: Image Features
- Fully-connected Neural Network
- Batch Normalization
- Dropout
- Convolutional Networks
- PyTorch / TensorFlow on CIFAR-10
- Image Captioning with Vanilla RNNs
- Image Captioning with LSTMs
- Network Visualization
- Style Transfer
- Generative Adversarial Networks