TrustNet
Explainable and trust-aware image classification prototype with uncertainty and OOD analysis.
Highlights
- Implements uncertainty quantification and calibration for model confidence reliability.
- Adds OOD detection via ODIN and Mahalanobis methods for trust-aware decisions.
- Provides Grad-CAM visual explanations through an interactive Streamlit interface.