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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...

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Detalles Bibliográficos
Autores principales: Picek, Lukáš, Šulc, Milan, Patel, Yash, Matas, Jiří
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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