# Deep Learning for Computer Vision Fall 2019

**Repository Path**: guuzaa/deep-learning-for-computer-vision-fall-2019

## Basic Information

- **Project Name**: Deep Learning for Computer Vision Fall 2019
- **Description**: 搬运EECS 498-007 / 598-005 Deep Learning for Computer Vision Fall 2019 网课作业到这个仓库中，自己的答案会不断更新，如果发现什么问题，请开 issue。
- **Primary Language**: Python
- **License**: Unlicense
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-11-24
- **Last Updated**: 2022-05-24

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Deep Learning for Computer Vision Assignments
> 编号: EECS 498-007 / 598-005 
>
> 课程网站 : [💻](https://web.eecs.umich.edu/~justincj/teaching/eecs498/FA2019/)



## Assignment #1

[PyTorch Introduction](./assignment/Assignment1/pytorch101.ipynb)

[kNN](./assignment/Assignment1/kNN.ipynb)

## Assignment #2

[Linear Classifier](./assignment/Assignment2/linear_classifier.ipynb)

[Two Layer Net](./assignment/Assignment2/two_layer_net.ipynb)

## Assignment #3

[Fully Connected Network](./assignment/Assignment3/fully_connected_networks.ipynb)

[Convolutional Networks](./assignment/Assignment3/convolutional_networks.ipynb)

## Assignment #4

[PyTorch Autograd](./assignment/Assignment4/pytorch_autograd_and_nn.ipynb)

[Image Captioning with Recurrent Neural Networks](./assignment/Assignment4/rnn_lstm_attention_captioning.ipynb)

[Network Visualization](./assignment/Assignment4/network_visualization.ipynb)

[Style Transfer](./assignment/Assignment4/style_transfer.ipynb)
## Assignment #5

[Single-Stage Detector](./assignment/Assignment5/single_stage_detector_yolo.ipynb)

[Two-Stage Detector](./assignment/Assignment5/two_stage_detector_faster_rcnn.ipynb)


## Assignment #6

[Generative Adversarial Networks ](./assignment/Assignment6/generative_adversarial_networks.ipynb)