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Semi-supervised Object Detection/Ushahidi
Rekodi ya ushahidi wa mbinu

Semi-supervised Object Detection

Semi-supervised object detection trains a detector on a small labeled image set and a large unlabeled image set. A teacher model generates pseudo-labels for unlabeled images, and a student model learns from both real and pseudo-labeled data, dramatically reducing the expensive manual bounding-box annotation burden while achieving accuracy competitive with fully supervised baselines.

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Semi-supervised Object Detection (Pseudo-label / Mean-Teacher Paradigm)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Sohn, K., Zhang, Z., Li, C.-L., Zhang, H., Lee, C.-Y., & Pfister, T. (2020). A Simple Semi-Supervised Learning Framework for Object Detection. arXiv preprint arXiv:2005.04757. · URL
  • Liu, Y.-C., Ma, C.-Y., He, Z., Kuo, C.-W., Chen, K., Zhang, P., Wu, B., Kira, Z., & Vajda, P. (2021). Unbiased Teacher for Semi-Supervised Object Detection. ICLR 2021. · URL
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Taxonomic bucketInstance Segmentationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketObject Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Convolutional Neural Networkmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Image Classificationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTransfer Learning with Object Detectionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeakly Supervised Object Detectionmachine-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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