CS231n: Deep Learning for Computer Vision

My solutions for CS231N Assignments (spring 2020`)

CS231n spring 2020` version의 본인 풀이입니다! (2022.07.15 ~ )

Found original assignment files from here
Used Google Colab for the following assignments..

Assignment1

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

Assignment2

• Fully-connected Neural Network
• Batch Normalization
• Dropout
• Convolutional Networks
• PyTorch on CIFAR-10 (2022 ver.)

Assignment3

• Image Captioning with Vanilla RNNs
• Image Captioning with LSTMs
• Network Visualization: Salienc maps, Class Visualization, and Fooling Images
• Style Transfer
• Generative Adversarial Networks