Fruit count - Open Access .click

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Robust Counting of Soft Fruit Through Occlusions with Re-identification

2021
Fruit counting and tracking is a crucial component of fruit harvesting and yield forecasting applications within horticulture. We present a novel multi-object, multi-class fruit tracking system to count fruit from image sequences. We first train a recurrent neural network (RNN) comprised of a feature extractor stem and two heads for re-identification ...
Raymond Kirk, Michael Mangan, Grzegorz Cielniak +2 more
openaire +1 more source

UAV Coverage Path Planning For Supporting Autonomous Fruit Counting Systems

2019 International Conference on Applied Automation and Industrial Diagnostics (ICAAID), 2019
In this paper, an offline flight planner, that generates an optimal coverage path for UAVs to support autonomous fruit counting in agriculture fields or orchards, is presented. The coverage path planning is the process of searching the route which covers every point of a given region of interest.
Adel Mokrane, Amal Choukchou Braham, Brahim Cherki +2 more
openaire +1 more source

A Random Forest Based Smart Fruit Counting

2022 Second International Conference on Artificial Intelligence and Smart Energy (ICAIS), 2022
R. Pavithra, P.Sugantha Priyadharshini
openaire +1 more source

Twice matched fruit counting system: An automatic fruit counting pipeline in modern apple orchard using mutual and secondary matches