LuoXubo / Deep-learning-UCAS

Course projects of the deep learning of UCAS.

Deep-learning-UCAS

Course projects of the deep learning of UCAS.

1. Introduction

This repository contains the course projects of the deep learning of UCAS. The projects are implemented using PyTorch.

2. Projects

Done

• Digit recognition
• Image classification
• Auto Poetry Generation
• Auto Translation

In progress

• Object detection
• Street Segmentation

TODO

• Language model
• Image description

3. Environment

• Python 3.x
• PyTorch
• TensorFlow
• Numpy
• Matplotlib
• Flask
• OpenCV
• Scikit-learn
• NLTK
• Gensim
• Jieba
• Wordcloud
• PIL
• tqdm
• requests
• beautifulsoup4
• lxml
• h5py

4. Usage

1. Clone the repository:

git clone https://github.com/LuoXubo/Deep-learning-UCAS.git

2. Install the dependencies:

pip install -r requirements.txt

3. Run the projects:

cd Projects/Digit-recognition/
python train.py

5. License

This project is licensed under the MIT License - see the LICENSE file for details.