In this repository we present three notebooks with very useful examples to become familiar with what the python gradgpad package allows us to do.
The gradgpad framework povides Python tooling to create novel visualization graphs to ease research pipeline and fair comparision on face-PAD topic.
This tutorial is a detailed description of main visualizations available in gradgpad. Additionaly, thanks to ipywidgets standard module we can interact with visualizations.
- Histogram Plotter
- DET Plotter
- PAD Radar Plotter
- Bias Percentiles Plotter
Notebook 📔 → gradgpad_visualizations.ipynb → Online available in
PAD-radar example 🚀
The gradgpad framework povides Python tooling to ease face-PAD research.
This tutorial cover the basics of dealing with data, metrics and results using the gradgpad package.
- Annotations
- Scores
- Standard Metrics
- Generalization Metrics
- Results
Notebook 📔 → gradgpad_foundations.ipynb → Online available in
The gradgpad package provides a number of command line options.
Notebook 📔 → gradgpad_cli.ipynb → Online available in
Feel free to contribute on this repository. Don't hesitate to contact us ✌️
If you want to serve the notebook in your computer:
pip install -r requirements.txt -r dev.txt
jupyter notebookThen, open your browser at http://localhost:8888/notebooks