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Weakly Supervised Instance Segmentation/Ushahidi
Rekodi ya ushahidi wa mbinu

Weakly Supervised Instance Segmentation

Weakly supervised instance segmentation trains deep networks to delineate individual object instances at pixel level using only cheap, incomplete annotations — such as bounding boxes, image-level labels, or point clicks — rather than costly full pixel-wise masks. It dramatically reduces annotation effort while still producing instance-level masks for each object in an image.

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Weakly Supervised Instance Segmentation (Deep Learning with Incomplete Annotations)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Hsu, C.-C., Hsu, K.-J., Tsai, C.-C., Lin, Y.-Y., & Chuang, Y.-Y. (2019). Weakly supervised instance segmentation using the bounding box tightness prior. Advances in Neural Information Processing Systems (NeurIPS), 32. · URL
  • Zhou, B., Khosla, A., Lapedriza, A., Oliva, A., & Torralba, A. (2016). Learning deep features for discriminative localization. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2921–2929. · DOI 10.1109/CVPR.2016.319
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Taxonomic bucketInstance Segmentationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketObject Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSelf-supervised Instance Segmentationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemantic Segmentationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Instance Segmentationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeakly Supervised Semantic Segmentationmachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

Sources recorded, not reviewed

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

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