Tests for CV concepts and ML models

A repository to restore practice and test code written for computer vision concepts and machine learning models.

Description

There are five tests include an unfinished one:

• SFM (Structure from Motion)
• CNN
• FCN8
• LSTM
• cycleGAN (Unfinished)

Getting Started

Dependencies

• Python 3.8
• CUDA 11.6
• Pytorch 1.12

Installing

Clone or just download the zip file as you like.

Executing program

For ".ipynb" files, just open and run through it. For ".py" files, follow regular python logic.

Authors

• Yi Du

Version History

• 0.1
  • Initial Release

Acknowledgments

Thanks to CIS580, CIS520 and Pytorch tutorials.