CS231n Self-study

[jeongjae96]

What?

• CS231n: Deep Learning for Computer Vision assignments self-study

[jeongjae96]

Assignment1

Todo

• [x] k-Nearest Neighbor classifier
• [x] Training a Support Vector Machine
• [x] Implement a Softmax classifier
• [x] Two-Layer Neural Network
• [x] Higher Level Representations: Image Features

[jeongjae96]

Assignment2

Todo

• [x] Multi-Layer Fully Connected Neural Networks
• [ ] Batch Normalization
• [ ] Dropout
• [ ] Convolutional Neural Networks
• [ ] PyTorch on CIFAR-10
• [ ] Network Visualization: Saliency Maps, Class Visualization, and Fooling Images