A System for Weeds and Crops Identification—Reaching over 10 FPS on Raspberry Pi with the Usage of MobileNets, DenseNet and Custom Modifications

Automated weeding is an important research area in agrorobotics. Weeds can be removed mechanically or with the precise usage of herbicides. Deep Learning techniques achieved state of the art results in many computer vision tasks, however their deployment on low-cost mobile computers is still challen...

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Detalles Bibliográficos
Autores principales: Chechliński, Łukasz, Siemiątkowska, Barbara, Majewski, Michał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749286/
https://www.ncbi.nlm.nih.gov/pubmed/31480480
http://dx.doi.org/10.3390/s19173787

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6749286/
https://www.ncbi.nlm.nih.gov/pubmed/31480480
http://dx.doi.org/10.3390/s19173787

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