This repository contains explainability and interpretability tools for the mosquito classification CNN model trained in the Mosaico_train repository.
- GradCAM
- GradCAM++
- Guided GradCAM
- Other saliency visualization techniques
These methods help verify that the model bases its predictions on relevant visual features, consistent with expert entomologist knowledge.
- Provide visual explanations of model decisions.
- Support model validation and debugging.
- Increase trust in model predictions through transparency.