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Weakly Supervised Object Detection/Ushahidi
Rekodi ya ushahidi wa mbinu

Weakly Supervised Object Detection

Weakly Supervised Object Detection (WSOD) trains object detectors using only image-level labels — indicating which object classes appear in an image — without requiring costly bounding-box annotations. Multiple Instance Learning (MIL) formulations allow the model to discover the likely location of each object class from classification signals alone, dramatically reducing annotation cost.

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Weakly Supervised Object Detection (WSOD)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Bilen, H., & Vedaldi, A. (2016). Weakly supervised deep detection networks. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2846–2854. · DOI 10.1109/CVPR.2016.311
  • Tang, P., Wang, X., Bai, X., & Liu, W. (2017). Multiple instance detection network with online instance classifier refinement. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2843–2851. · DOI 10.1109/cvpr.2017.326
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Taxonomic bucketImage Classificationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketInstance Segmentationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketObject Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Object Detectionmachine-suggested · Relational suggestion, not evidence.Same method familyVision Transformermachine-suggested · Relational suggestion, not evidence.

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