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leptons1618@anishgiri.dev:~/projects/trustnet cat project.toml
TrustNet
Explainable and trust-aware image classification prototype with uncertainty and OOD analysis.
- category
- Other
- year
- 2023
- status
- Stable
- stack
- 7 tools
- highlights
- 3
01Highlights
- 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.
02Built with
- 01Python
- 02PyTorch
- 03Streamlit
- 04Grad-CAM
- 05ODIN
- 06Mahalanobis
- 07CIFAR-10