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Weakly supervised convolutional neural network/Ushahidi
Rekodi ya ushahidi wa mbinu

Weakly supervised convolutional neural network

A weakly supervised CNN is a convolutional neural network trained with incomplete, coarse, or noisy annotations instead of full pixel-level or bounding-box labels. Typical weak labels include image-level class tags, partial annotations, or crowd-sourced noisy labels. The model learns to classify and often to roughly localize objects using these cheaper, lower-quality supervision signals.

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Weakly Supervised Convolutional Neural Network
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. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2921–2929. · DOI 10.1109/CVPR.2016.319
  • Oquab, M., Bottou, L., Laptev, I., & Sivic, J. (2015). Is object localization for free? — Weakly-supervised learning with convolutional neural networks. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 685–694. · DOI 10.1109/CVPR.2015.7298668
Fungua mbinu kamili

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Taxonomic bucketFine-Tuned Convolutional Neural Networkmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketImage Classificationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSelf-supervised convolutional neural networkmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemantic Segmentationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Convolutional Neural Networkmachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

Sources recorded, not reviewed

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

Vyanzo

2 nukuu zilizorekodiwa, ziliyonakiliwa kutoka kwa rekodi ya chanzo cha mbinu.

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