rashidrao-pk/anomaly_detection_trust_case_study

[Visualization] Add publication-quality comparison plots about 2 hours ago

enhancement help wanted good first issue

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Performance] Add GPU and CPU runtime benchmarking about 2 hours ago

enhancement help wanted

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Engineering] Convert notebooks into reusable Python scripts about 2 hours ago

enhancement help wanted

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Documentation] Add a lightweight reproducibility tutorial about 2 hours ago

documentation help wanted good first issue

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Dataset] Extend experiments to additional MVTec AD categories about 2 hours ago

enhancement help wanted

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Testing] Add unit tests for anomaly scoring utilities about 2 hours ago

help wanted good first issue

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Evaluation] Compare SHAP, LIME, Grad-CAM and Integrated Gradients about 2 hours ago

enhancement help wanted

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Evaluation] Add explanation faithfulness metrics about 2 hours ago

enhancement help wanted

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Feature] Add EfficientAD baseline about 2 hours ago

enhancement help wanted

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

[Feature] Add PatchCore baseline for MVTec AD about 2 hours ago

enhancement help wanted

rashidrao-pk/anomaly_detection_trust_case_study

3

[XAI-World-24 Paper] Experiments for 'Can I Trust my Anomaly Detection System, A Case Study'

Jupyter Notebook

#anomaly-detection#computer-vision#lime#oneclass#shap#trustworthy-ai#vae-gan#variational-autoencoder#xai

rashidrao-pk/anomaly_detection_trust_case_study

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