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Real Time Pear Fruit Detection and Counting Using YOLOv4 Models and Deep SORT

This study aimed to produce a robust real-time pear fruit counter for mobile applications using only RGB data, the variants of the state-of-the-art object detection model YOLOv4, and the multiple object-tracking algorithm Deep SORT. This study also provided a systematic and pragmatic methodology for...

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Detalles Bibliográficos
Autores principales: Parico, Addie Ira Borja, Ahamed, Tofael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309787/
https://www.ncbi.nlm.nih.gov/pubmed/34300543
http://dx.doi.org/10.3390/s21144803