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A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers
Research article (Frontiers in Microbiology, 2022) · cited 63× · AI/ML
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers
Summary
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers is a scholarly article[1].
Key Facts
A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-comparative-study-of-deep-learning-classification-methods-on-a-small-environmental-microorganism-image-dataset-emds-6-
MLA“A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-comparative-study-of-deep-learning-classification-methods-on-a-small-environmental-microorganism-image-dataset-emds-6-.
BibTeX@misc{4ortxyz_a-comparative-study-of-deep-learning-classification-methods-on-a-small-environmental-microorganism-image-dataset-emds-6-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers}}, year = {2026}, url = {https://4ort.xyz/entity/a-comparative-study-of-deep-learning-classification-methods-on-a-small-environmental-microorganism-image-dataset-emds-6-}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): From Convolutional Neural Networks to Visual Transformers — https://4ort.xyz/entity/a-comparative-study-of-deep-learning-classification-methods-on-a-small-environmental-microorganism-image-dataset-emds-6- (retrieved 2026-05-24)
