This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.

DNA methylation in the honey bee and some other Hymenopterans

Hymenoptera Classification with Transfer Learning

Implemented and trained CNN using PyTorch, to classify images and performed transfer learning using VGG16