Smart AI-Powered Agricultural Monitoring
AgriBot — multi-crop plant intelligence
A Raspberry Pi robot scans plants in real time. AgriBot adds an AI support layer that identifies plant types, interprets results, tracks history, and scores confidence — across tomatoes, cucumbers, peppers, lettuce, herbs and more.
What AgriBot does
Plant identification
The AI support layer recognises plant type and species from each scan.
Disease monitoring
Tomato disease detection runs on the Raspberry Pi CNN model in real time.
Historical tracking
Every plant gets a full timeline of scans, conditions, and trends.
Explainable AI
Plain-language interpretations explain every decision and confidence score.
Robot-assisted
A Raspberry Pi rover scans plants on schedule and streams results live.
How the system works
Local CNN on Raspberry Pi
The robot captures a leaf image and runs the on-device CNN — the core tomato disease classifier — sending green ratio, CNN score, and detected condition back to AgriBot.
AI support layer
The website AI extends the system with plant-type identification, historical comparison, composite confidence scoring and natural-language interpretation. It does not replace the local CNN.
Simulated treatment (LED)
When a disease is confirmed with sufficient confidence, the robot triggers an LED to simulate treatment. No physical spraying hardware is used — this is an academic demonstration.