Search Results for author: Bruce A. MacDonald

Found 3 papers, 0 papers with code

Visual based Tomato Size Measurement System for an Indoor Farming Environment

no code implementations12 Apr 2023 Andy Kweon, Vishnu Hu, Jong Yoon Lim, Trevor Gee, Edmond Liu, Henry Williams, Bruce A. MacDonald, Mahla Nejati, Inkyu Sa, Ho Seok Ahn

As technology progresses, smart automated systems will serve an increasingly important role in the agricultural industry.

Look how they have grown: Non-destructive Leaf Detection and Size Estimation of Tomato Plants for 3D Growth Monitoring

no code implementations7 Apr 2023 Yuning Xing, Dexter Pham, Henry Williams, David Smith, Ho Seok Ahn, JongYoon Lim, Bruce A. MacDonald, Mahla Nejati

The overall measurement system (leaf detection and size estimation algorithms combine) delivers an RMSE value of 8. 13mm and an R^2 value of 0. 899.

Deep Neural Network Based Real-time Kiwi Fruit Flower Detection in an Orchard Environment

no code implementations8 Jun 2020 JongYoon Lim, Ho Seok Ahn, Mahla Nejati, Jamie Bell, Henry Williams, Bruce A. MacDonald

In this paper, we present a novel approach to kiwi fruit flower detection using Deep Neural Networks (DNNs) to build an accurate, fast, and robust autonomous pollination robot system.

object-detection Object Detection

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