Unbalanced Optimal Transport for Object Detection

Install

As for now, there are two ways to install the package.

PyPI

Using PyPI, it suffices to run pip install uotod. Just rerun this command to update the package to its newest version.

Build From Source

You can also download it directly from the GitHub repository, then build and install it.

git clone --recursive https://github.com/hdeplaen/uotod
cd uotod
python3 -m pip install -r requirements.txt
python3 -m setup build
python3 -m pip install

Modules

• Matching Strategies
  • Introduction
  • Different Strategies
    • Hungarian
    • Balanced Sinkhorn
    • Unbalanced Sinkhorn
    • Closest Prediction
    • Closest Target
    • Minimum
    • SoftMin
    • Balanced Sinkhorn from the Python Optimal Transport Library
    • Unbalanced Sinkhorn from the Python Optimal Transport Library
• Loss Functions
  • Introduction
  • Different Losses
    • Detection Loss
    • Multiple Objective Loss
    • Modules
  • Examples
  • Commonly Used Loss Functions
    • DETR
    • Deformable DETR
    • SSD

Information

• References
• Acknowledgements

Indices and tables

• Index

• Module Index

• Search Page