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Yield Estimation and Visualization Solution for Precision Agriculture
We present an end-to-end smart harvesting solution for precision agriculture. Our proposed pipeline begins with yield estimation that is done through the use of object detection and tracking to count fruit within a video. We use and train You Only Look Once model (YOLO) on video clips of apples, ora...
Autores principales: | Osman, Youssef, Dennis, Reed, Elgazzar, Khalid |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512698/ https://www.ncbi.nlm.nih.gov/pubmed/34640977 http://dx.doi.org/10.3390/s21196657 |
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