farmvibes-ai

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

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Builder

Microsoft

microsoft • big-tech

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846

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173

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0/100

0 commits in 30d

Created

Sep 6, 2022

Project creation date

README Summary

FarmVibes.AI is Microsoft's comprehensive platform providing multi-modal geospatial machine learning models specifically designed for agriculture and sustainability applications. The platform combines satellite imagery, weather data, and other agricultural datasets to enable advanced analytics and insights for farming operations. It offers pre-trained models and workflows for crop monitoring, yield prediction, and environmental sustainability assessments.

AI Dev Skills

Unmapped

Tags

Multi-Modal Machine LearningGeospatial Data ProcessingSatellite Image AnalysisTime Series ForecastingComputer Vision for Remote SensingWorkflow OrchestrationAgricultural Data ScienceGeospatial Deep LearningEarth Observation AnalyticsMulti-Temporal Image AnalysisRemote SensingIrrigation OptimizationSoil Quality EvaluationMultimodalCompound AI SystemsWeather Pattern AnalysisDomain-Specific AICrop Yield PredictionMultimodal ReasoningCloudSustainable Farming PlanningEnvironmental Impact AssessmentVegetation Health AssessmentWeather DataAgricultural Land MonitoringGeospatial AISelf-hostedAgricultureSatellite ImageryTime SeriesOn-premiseEnvironmental MonitoringClimate TechGeospatialSustainabilityJupyter Notebook

Recent Activity

Updated 8 months ago

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Quality

prototype

Quality: medium
Maturity: prototype

PM Skills

Scale & Reliability

Languages

Jupyter Notebook100.0%

Timeline

Project created: Sep 6, 2022
Forked: Mar 23, 2026
Your last push: 8 months ago
Upstream last push: 8 months ago
Tracked since: Jul 28, 2025

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