Automated ai-enabled crop diagnostic platform for leafy greens
An AI-driven robotic platform designed to enhance disease detection and management in greenhouse-grown leafy greens. Utilizes computer-vision for early crop disease identification, aiding in sustainable agriculture and food security.
Overview
The automated AI-enabled crop diagnostic platform is an innovative solution targeting disease detection and management in leafy green crops cultivated in controlled environments such as greenhouses and vertical farming facilities. This platform leverages advanced computer-vision and AI technologies to perform crop classification, health status evaluation, and precise disease localization on leaves, providing a comprehensive decision support tool. By facilitating early disease detection, this technology enhances operational efficiency, reduces crop losses, and supports the sustainability and food security of indoor farming systems.
Technical specifications
Key features:
- Automated diagnostic system: Utilizes AI and computer-vision to detect and manage crop diseases in real-time.
- Phased operation: The system operates in three phases: crop classification, health status identification, and disease detection.
- Adaptability: Designed to function in various greenhouse settings, accommodating crops like lettuce, basil, spinach, and parsley.
The platform is developed to improve the management of biotic stresses, reduce water usage, and minimize the carbon footprint of agricultural practices by providing immediate data and actionable insights.
Technology readiness level
Currently at TRL 2, the platform is in the early stages of development. The next steps involve constructing a dataset of images for different growth stages and conditions, developing a robust crop classification system, and adapting the technology to diverse greenhouse environments.
About University of Alberta
The University of Alberta is a large, comprehensive public research university in Edmonton with multiple campuses and a strong applied research culture. Industry engages through co-located labs and pilot-scale facilities, as well as established co-op and internship programs that place talent with partners year-round. Integration with Alberta’s province-wide hospital system supports clinical research and accelerates translation. Companies also benefit from proximity to regional industry clusters and collaboration hubs on and near campus for joint R&D and prototyping. Supported by NSERC, CIHR, SSHRC, and Canada Foundation for Innovation funding—plus provincial and industry support—the tech transfer office manages IP, licensing, and startup formation with streamlined sponsored-research agreements.
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