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Explainable Semantic Segmentation/Ushahidi
Rekodi ya ushahidi wa mbinu

Explainable Semantic Segmentation

Explainable Semantic Segmentation (XSS) couples pixel-wise scene parsing — assigning a class label to every pixel in an image — with post-hoc or intrinsic explanation methods such as Grad-CAM, attention maps, or SHAP, so that the network's class decisions can be audited, visualized, and justified to domain experts in medical imaging, autonomous driving, and remote sensing.

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Explainable Semantic Segmentation (XAI-Integrated Pixel-Wise Scene Parsing)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Selvaraju, R. R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., & Batra, D. (2017). Grad-CAM: Visual explanations from deep networks via gradient-based localization. Proceedings of the IEEE International Conference on Computer Vision (ICCV), 618–626. · DOI 10.1109/ICCV.2017.74
  • Long, J., Shelhamer, E., & Darrell, T. (2015). Fully convolutional networks for semantic segmentation. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3431–3440. · DOI 10.1109/CVPR.2015.7298965
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Same method familyAttention Mechanismmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketInstance Segmentationmachine-suggested · Relational suggestion, not evidence.Same method familyLIMEmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemantic Segmentationmachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

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