FarmVibes.AI is a modular, open-source framework for building geospatial machine learning models tailored to agriculture and sustainability. It supports the fusion of diverse spatiotemporal datasets—including satellite imagery (Sentinel-1/2, NAIP), drone data, elevation maps, and weather information—to generate robust insights such as carbon estimation, crop growth analysis, and farming practice detection. The platform includes tools for data ingestion, preprocessing, and model training, along with pre-built workflows and notebooks optimized for remote sensing and Earth observation tasks in agriculture.
FarmVibes.AI
FarmVibes.AI
Develops rich geospatial insights for agriculture and sustainability, leveraging AI for advanced data analysis. It integrates various data sources to provide...
Organization
Microsoft
Deployment Model
Cloud, Edge
Agricultural Production Step
Farm management, Communication
End User
Farmers, Advisors, Developers
Used for
Crops
TRL
7
Community Engagement
Number of Forks
138
Country
Universal
Licence
Disclamer
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