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Weakly Supervised Semantic Segmentation/Ushahidi
Rekodi ya ushahidi wa mbinu

Weakly Supervised Semantic Segmentation

Weakly Supervised Semantic Segmentation (WSSS) trains pixel-level scene parsers using only cheap, coarse annotations — typically image-level class tags — instead of costly dense pixel masks. By generating proxy pseudo-labels from a classification network (via Class Activation Maps or similar localisation cues) and iteratively refining them, WSSS brings full-supervision accuracy within reach at a fraction of the annotation cost.

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Weakly Supervised Semantic Segmentation (WSSS)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Zhou, B., Khosla, A., Lapedriza, A., Oliva, A., & Torralba, A. (2016). Learning Deep Features for Discriminative Localization. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2921–2929. · DOI 10.1109/CVPR.2016.319
  • Ahn, J., & Kwak, S. (2018). Learning Pixel-Wise Semantic Affinity with Image-Level Supervision. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 4109–4118. · URL
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Taxonomic bucketObject Detectionmachine-suggested · Relational suggestion, not evidence.Same method familySelf-supervised Learningmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemantic Segmentationmachine-suggested · Relational suggestion, not evidence.Same method familySemi-supervised Learningmachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

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