This Django application leverages sensor data collected to recommend suitable crops for cultivation and identifies diseases affecting crops based on the collected data.
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Crop Prediction:
- Utilizes sensor data (such as soil moisture, temperature, humidity) to suggest optimal crops for cultivation in specific conditions.
- Predict crops using Random Forest.
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Disease Identification:
- Analyzes sensor data and visual symptoms to identify diseases affecting crops.
- Provides diagnostic insights.
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User Authentication and Authorization:
- Secure user authentication system to manage access and permissions.
- Roles-based access control for administrators, farmers, and analysts.