Edge-cloud collaborative aiot platform for smart fertigation in greenhouse tomato production
An AIoT-based decision support platform that integrates LoRa-enabled sensors, edge computing, and cloud analytics to optimize fertigation management in greenhouse tomato production. Combines real-time monitoring of nutri...
Real-time greenhouse crop monitoring with lightweight deep learning and MPLR
A novel solution combining lightweight deep learning algorithms and Multi-Packet LoRa (MPLR) for real-time greenhouse crop monitoring and management. This system enables efficient data processing and reliable image trans...
Intelligent robotic solution for autonomous plant tissue sampling in greenhouses
This innovative robotic system enables autonomous plant tissue sampling in greenhouses using advanced computer vision and dynamic analysis, aiming to match human efficiency. It integrates revolute and prismatic joints fo...
Deep learning enhanced computer vision for agricultural target detection
Leveraging deep learning-based CNNs for superior target detection in agriculture, this solution enhances accuracy and robustness over traditional methods. It offers improved feature extraction and adaptive learning for v...
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