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TAGEM - General Directorate of Agricultural Research
2024
Completed
Web & Mobile
Precision agriculture with AI-powered plant disease detection using multispectral analysis and variable-rate spraying. A comprehensive solution developed with the mission of producing smart agriculture software and equipment domestically in Türkiye.
Crop yields suffered because plant diseases were diagnosed late, manual inspections were time-consuming, pesticide and fertilizer use was inefficient, disease density maps could not be generated, and variable-rate spraying was not possible.
With the core mission of producing smart agriculture software and equipment domestically, the project aims to develop algorithms that classify diseases using crop-specific AI models for the early diagnosis, detection, and mapping of plant diseases through remote multispectral imaging from unmanned aerial vehicles (UAVs), and to deliver them to the agriculture sector through a user-friendly interface. So that UAVs can be used in precision agriculture not only for data collection but also for applying variable rates of pesticide and fertilizer to specific areas of a field, the disease density map will be integrated as a new factor affecting chemical dosage into the inputs of the AI model of our spraying drone, whose ground control station, developed through our company's own R&D, adjusts spraying and altitude based on external conditions and propeller speed. The goal is to increase crop yields while reducing pesticide and fertilizer use.
The features and functions that set this project apart
Disease diagnosis with 95% accuracy using deep learning models
Instant image analysis and fast results
Detailed treatment guidance for detected diseases
A user-friendly mobile interface for farmers
Disease trend and regional analysis reports
Access to expert advisors for complex cases


Disease detection accuracy rate
Time saved compared with traditional methods
Average user rating
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