🐈 MON

🐈 mon is a research Monorepo for computer vision, built using Python and PyTorch.

Yes, you are right. It's named after my cat 🐈 (Mon).

Installation

git clone https://phlong3105@github.com/phlong3105/mon
cd mon

sudo chmod +x install.sh
./install.sh

The code is fully compatible with PyTorch >= 2.0.

Repo Structure

🐈 mon is a Monorepo with multiple projects (projects) and shared common libs (shared).

Directory Structure

mon 
|__ docs                    # Documentation.
|__ projects                # Project-specific code.
|   |__ project_A           # Example project.
|   |   |__ config          # Configuration files for experiments.
|   |   |__ data            # Data related files.
|   |   |__ docker          # Docker files for deployment. 
|   |   |__ run             
|   |   |__ notebook        # Notebooks for experiments.
|   |   |__ tests           # Unit tests.
|   |   |__ tools           # Useful scripts.
|   |   |__ project_A       # Project's code.
|   |   |   |__ ...
|   |   |__ .dockerignore   
|   |   |__ .gitignore      
|   |   |__ Makefile        
|   |   |__ pyproject.toml  
|   |   |__ README.md       
|   |   |__ ...             
|   |__ ...                 
|                          
|__ shared                  # Common code shared across multiple projects is located.
|   |__ mon                 # My main package
|   |   |__ mon
|   |   |   |__ core        # Base functionality for other packages.
|   |   |   |__ datasets    # Dataset package.
|   |   |   |__ vision      # Computer vision package.
|   |   |   |__ ...      
|   |   |__ pyproject.toml             
|   |__ ...                 
|                          
|__ setup                   # Installation assets.
|__ tools                   # Useful tools and scripts.
|__ zoo                     # Model zoo (i.e., pre-trained models).
|__ .gitignore               
|__ .gitmodules             
|__ install.sh              # Installation script.
|__ LICENSE                 
|__ mkdocs.yaml             # mkdocs setup.
|__ pyproject.toml          $ Root configuration file. 
|__ README.md               # Readme file.

Cite

If you find our work useful, please consider citing the following:

@misc{Pham2022,  
    author       = {Long Hoang Pham, Duong Nguyen-Ngoc Tran, Quoc Pham-Nam Ho},  
    title        = {🐈 mon},  
    publisher    = {GitHub},
    journal      = {GitHub repository},
    howpublished = {https://github.com/phlong3105/mon},
    year         = {2022},
}

Contact

If you have any questions, feel free to contact Long H. Pham (longpham3105@gmail.com or phlong@skku.edu)