Project Kickoff: Structuring and Defining Objectives
Week 1
CropAuditing is a technological framework designed to enhance the monitoring of large-scale agricultural areas through the integration of satellite imagery (Sentinel-2) and Machine Learning algorithms. Our solution addresses the limitations of traditional manual surveys by providing an automated, scalable, and precise system for crop species identification and growth stage tracking. By converting complex geospatial data into verifiable analytical reports, the platform optimizes the auditing process for financial institutions and insurance companies. We aim to ensure data transparency, facilitate fraud detection, and provide stakeholders with the necessary tools for informed decision-making in the evolving agricultural landscape.
Using Machine Learning and statistical analysis to accurately identify crop species and calculate their specific land areas.
Leveraging Sentinel-2 satellite imagery to automatically determine and track the growth stages of plantations.
Replacing slow manual surveys with a fast and user-friendly digital process for insurance companies and financial institutions.
Ensuring data transparency to facilitate fraud prevention and simplify compliance with agricultural government aid programs.
Data Collection
Crop Species
Growth Stages
Web Application
Automated retrieval of satellite imagery from the Sentinel-2 program, ensuring global, up-to-date, and reliable coverage of agricultural parcels.
Utilizing Machine Learning models and statistical analysis to accurately identify crop types and calculate the precise land area occupied by each species.
Continuous monitoring via advanced algorithms to track growth stages, allowing for the detection of anomalies and validation of insurance claims.
Explore our web application below:
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