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Farmsight is an autonomous rover farming To next level!
This little rover is like a trusty farmhand, rolling around fields,this robot travels through fields independently, thanks to the board power of Sipeed Maxduino and its K210 chip to monitor and optimize crop health. This advanced microcontroller helps edge computing to do real-time data processing and analysis efficiently while maintaining energy efficiency-of key importance to a mobile, battery-powered robot.
What makes this rover so cool? (objectives)
Autonomous Navigation: FarmSight navigates fields independently, gathering valuable data on the go and enabling real-time, on-the-go data processing.
Soil Analysis: Capacitive moisture sensors and pH probes autonomously gather data on soil moisture levels and pH, providing critical insights for optimal plant growth.
Plant Disease Detection: A camera coupled with a TensorFlow Lite-based computer vision model identifies early signs of plant diseases or pest infestations.
Data Analytics: FarmSight aggregates and transmits insights directly to farmers smartphones, enabling realtime, data-driven decision-making.
Technical Implementation:
Sipeed Maxduino: The brain of FarmSight, handling image processing, AI, sensor data, and motor control.
TensorFlow Lite: Enables real-time plant disease and pest identification.
Sensor Integration: Capacitive moisture sensors and pH probes gather soil data.
GOALS:
Increase Crop Yields: FarmSight empowers farmers with actionable insights to optimize yields and crop health.
Avoid Resource Waste: Efficient resource management for sustainable farming.
Early Detection, Early Action: Timely intervention for reduced crop losses.