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Plant recognition by AI: Deep neural nets, transformers, and kNN in deep embeddings
The article reviews and benchmarks machine learning methods for automatic image-based plant species recognition and proposes a novel retrieval-based method for recognition by nearest neighbor classification in a deep embedding space. The image retrieval method relies on a model trained via the Recal...
Autores principales: | Picek, Lukáš, Šulc, Milan, Patel, Yash, Matas, Jiří |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9551576/ https://www.ncbi.nlm.nih.gov/pubmed/36237508 http://dx.doi.org/10.3389/fpls.2022.787527 |
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