Estimation of fruit load in Australian mango orchards using machine vision
The performance of a multi-view machine vision method was documented at an orchard
level, relative to packhouse count. High repeatability was achieved in night-time imaging,
with an absolute percentage error of 2% or less. Canopy architecture impacted performance,
with reasonable estimates achieved on hedge, single leader and conventional systems (3.4,
5.0, and 8.2 average percentage error, respectively) while fruit load of trellised orchards was
over-estimated (at 25.2 average percentage error). Yield estimations were made for multiple …
level, relative to packhouse count. High repeatability was achieved in night-time imaging,
with an absolute percentage error of 2% or less. Canopy architecture impacted performance,
with reasonable estimates achieved on hedge, single leader and conventional systems (3.4,
5.0, and 8.2 average percentage error, respectively) while fruit load of trellised orchards was
over-estimated (at 25.2 average percentage error). Yield estimations were made for multiple …
[PDF][PDF] Estimation of Fruit Load in Australian Mango Orchards Using Machine Vision. Agronomy 2021, 11, 1711
The performance of a multi-view machine vision method was documented at an orchard
level, relative to packhouse count. High repeatability was achieved in night-time imaging,
with an absolute percentage error of 2% or less. Canopy architecture impacted performance,
with reasonable estimates achieved on hedge, single leader and conventional systems (3.4,
5.0, and 8.2 average percentage error, respectively) while fruit load of trellised orchards was
over-estimated (at 25.2 average percentage error). Yield estimations were made for multiple …
level, relative to packhouse count. High repeatability was achieved in night-time imaging,
with an absolute percentage error of 2% or less. Canopy architecture impacted performance,
with reasonable estimates achieved on hedge, single leader and conventional systems (3.4,
5.0, and 8.2 average percentage error, respectively) while fruit load of trellised orchards was
over-estimated (at 25.2 average percentage error). Yield estimations were made for multiple …
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