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项目作者： hardianlawi

项目描述 ：
Assignment Solutions for Stanford CS231n - CNN for Visual Recognition
高级语言： Jupyter Notebook
项目地址: git://github.com/hardianlawi/stanford-cs231n.git
创建时间： 2018-10-04T16:07:50Z
项目社区：https://github.com/hardianlawi/stanford-cs231n
开源协议：
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CS231n Spring 2020 Assignment Solutions

This repository contains my solutions for CS231n Spring 2020 assignments.

Assignment 1

  • 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

Assignment 2 (Tensorflow 2.3.0)

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

Assignment 3 (Tensorflow 2.3.1)

  • 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