An automated system was developed for measuring pecan nut growth. It utilizes machine vision and deep learning convolutional neural networks.

Knowing pecan nut growth dynamic and its thermal requirements from bloom to ripening are essential to predict nut size and harvest date.

Measuring pecan nut growth utilizing machine vision and deep learning for the better understanding of the fruit growth curve. 1 Feb 2021Computers and�...

Measuring pecan nut growth utilizing machine vision and deep learning for the better understanding of the fruit growth curve. 1 Feb 2021Computers and�...

Measuring pecan nut growth utilizing machine vision and deep learning for the better understanding of the fruit growth curve. L Costa, Y Ampatzidis, C Rohla�...

Pistachio nut growth, including nut volume, shell firmness, and embryo length, were fitted to the Gompertz model. Using local historical data and the growth�...

Oct 27, 2022 � The objective of this research was to compare different non-linear growth models and determine which best fits the growth and development of the�...

Aug 16, 2023 � Measuring pecan nut growth utilizing machine vision and deep learning for the better understanding of the fruit growth curve. Computers and�...

Cheary, and L. Zhang. 2021. “Measuring Pecan Nut. Growth Utilizing Machine Vision and Deep Learning for the Better Understanding of the Fruit. Growth Curve.”�...

We introduced an optimized iteration of the YOLOv5s model designed to swiftly and precisely identify both good and bad walnut nuts across multiple targets.