Scaling down annotation needs: The capacity of self-supervised learning on diatom classification
Summary: In the field of life sciences, diatoms are essential biomarkers for assessing environmental health. Recent advancements in deep learning have transformed the traditionally laborious process of diatom classification through light microscopy. However, commonly used supervised learning methodo...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-04-01
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| Series: | iScience |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2589004225004973 |
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