The objective of this proposal is to significantly improve mushroom monitoring and automate harvesting via real-time data collection using Internet of Things (IoT), image and LiDAR data analysis, Machine Learning (ML), robotics, automation, and control. There are 3 objectives: 1) Develop an IoT-based system and image processing algorithms for mushroom monitoring, prediction, and harvesting; 2) Develop a robotic mushroom harvesting system to pick mushrooms and categorize them based on quality; and 3) Integrate and validate the IoT robotic harvesting system.
DEVELOPING AUTOMATED ROBOTIC SYSTEM FOR MUSHROOM HARVESTING
Objective
Investigators
Zhu, W.
Institution
UNIVERSITY OF HOUSTON SYSTEM
Start date
2022
End date
2025
Funding Source
Project number
TEXW-2021-11133
Accession number
1028754
Commodities