Tree disease detection
Benefits
Early disease detection
- Identifying issues early stops them from affecting nearby trees.
- Early action often requires less intensive and less expensive treatment.
- Helps maintain healthy trees, ensuring consistent fruit or timber production.
- Early detection reduces the risk of losing mature, valuable trees.
- Promotes timely, eco-friendly interventions with minimal chemical
Optimized resource allocation
- Allocates inputs like water, pesticides, and labor only where needed, reducing waste.
- Maximizes the impact of limited resources for better productivity.
- Supports eco-friendly farming by avoiding overuse of chemicals and water.
- Data-driven insights help prioritize tasks and allocate resources effectively.
- Increases return on investment by aligning resources with actual field conditions.
Improved Crop Yield & Health
- Healthier plants lead to increased crop output and better harvest quality.
- Early detection and precise treatment reduce crop loss and damage.
- Optimized care ensures uniform plant development across the field.
- High-quality, healthy crops fetch better prices in the market.
- Promotes eco-friendly practices that maintain long-term soil and plant health.
Solutions
Use drones to take aerial data and detect tree diseases
Drones capture aerial images to detect tree diseases early, enabling rapid response, minimizing spread, and supporting efficient, large-scale monitoring and forest health management.
Analyze images using deep learning with AlexNet and VGG
Analyze images with deep learning models like AlexNet and VGG to accurately identify patterns, classify objects, and detect diseases or pests for precise agricultural monitoring.