CS231n Assignment 🔥

• 📚 이화여대 블록체인학회 EWHA-CHAIN 내 인공지능 스터디 (2020.01-2020.02)
• 🏃 스터디원 : 성원, 샛별, 지희, 효진
• 💫 CS231n 완강 및 Assignment 풀기

ref : CS231n github.io Link

Assignment 1

• ☑️ Q1 : k-Nearest Neighbor classifier
• ☑️ Q2 : Training a Support Vector Machine
• ☑️ Q3 : Implement a Softmax classifier
• Q4 : two-layer NN
• Q5 : higher level representation # Image Features

Assignment 2

• Q1 : Fully-connected Neural Network
  • 참고
• Q2 : Batch Normalization
• Q3 : Dropout
• Q4 : Convolutional Networks
• Q5 : PyTorch / TensorFlow on CIFAR-10

Assignment 3

• 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