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A novel hybrid transformer-CNN architecture for environmental microorganism classification
The success of vision transformers (ViTs) has given rise to their application in classification tasks of small environmental microorganism (EM) datasets. However, due to the lack of multi-scale feature maps and local feature extraction capabilities, the pure transformer architecture cannot achieve g...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9651547/ https://www.ncbi.nlm.nih.gov/pubmed/36367879 http://dx.doi.org/10.1371/journal.pone.0277557 |