Release Notes

This page provides the release notes for all the releases.


v0.1.0

Date: 2021-04-07

Editor: Cleon Wong

New features:

  • Added creation of custom PyTorch dataset and dataloader for use cases with Food-DX models.

    • Refer to XAI.utils.datasets.DatasetFromCSV() class.

  • Added Grad-CAM capability for Food-Non-Food (FNF) model in Food-DX.

    • Refer to XAI.gradcam.gradcam.FNFGradCAM() class.

  • Added Grad-CAM capability for Food Scoring (FS) model in Food-DX.

    • Refer to XAI.gradcam.gradcam.FSGradCAM() class.

  • Added plotting capabilities for Grad-CAM results on FNF and FS models.

    • Refer to XAI.utils.plot_helpers.py.

Notes:

  • v0.1.0 of the library only works with PyTorch models.