Vision-based solution for automated open-field plot grid creation
A vision-based solution that automates the creation of plot grids in open fields using computer vision and generative AI. It integrates with UAV processing tools for seamless data analysis, improving accuracy and efficiency over manual methods.
Overview
Vineland Research and Innovation Centre presents a cutting-edge solution for automating plot grid creation in open fields. Utilizing computer vision and generative AI, this technology improves accuracy and efficiency by eliminating manual measurement tasks. It uses permanent and temporary markers to ensure precise field calibration and plot definition. The solution seamlessly integrates with existing UAV image processing workflows, allowing researchers to conduct trait analysis more effectively.
Technical specifications
Key features include:
- Permanent and temporary markers: Ensure accurate image calibration and precise plot definition.
- Generative AI models: Convert user-provided plot layouts into digital designs.
- AI-based matching algorithm: Reconciles UAV imagery with plot designs, accommodating field irregularities and placement inaccuracies.
- Integration with UAV tools: Works directly with established software for seamless data processing and analysis.
Technology readiness level
Currently at TRL 6, this solution has completed its design and development phase and is undergoing integration and testing. Field trials are being conducted at commercial agricultural facilities to evaluate system accuracy and variation tolerance. The next steps involve refining AI models based on test data and preparing deployment materials for end users.
About Vineland Research and Innovation Centre
Vineland Research and Innovation Centre is an independent, not-for-profit horticultural research organization in Vineland Station, Ontario, with a team of 100+ people focused on translating science into market-ready solutions. Its integrated campus combines pre-commercial greenhouses, advanced pathology and soil/substrate labs, a prototyping hangar for robotics and sensors, dedicated sensory and food technology suites, and field-scale research farms. A research-park setting with co-located government, academic and industry tenants enables on-site collaboration, testing and demonstrations. Vineland is funded in part through the Sustainable Canadian Agricultural Partnership, with support from Agriculture and Agri-Food Canada and the Government of Ontario. Commercialization is supported via defined licensing pathways and an active intellectual property portfolio.
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