AgriShield v0.1 combines IoT, computer vision, and generative AI to create an adaptive bird detection and deterrence system that revolutionizes agricultural protection.
Our innovation combines cutting-edge technology with practical solutions to protect your valuable crops.
Our advanced AI models achieve 86% precision in detecting and classifying 15 common pest bird species in real-time, identifying threats before damage occurs.
Our GenAI-powered system dynamically generates tailored deterrent strategies using ultrasonic, visual, and audio stimuli based on specific bird species and threat levels.
Maintains more than 85% effectiveness over 30 days, compared to 42% for conventional systems, by continuously evolving deterrent patterns and preventing habituation.
Bird damage causes billions in agricultural losses annually, threatening global food security and farmer livelihoods.
A revolutionary adaptive detection and deterrence system that evolves to maintain effectiveness over time.
Detection Precision
Effectiveness After 30 Days
Return on Investment
Bird Species Classified
A research paper will be avaiable after the publication.
Our two-stage approach uses YOLOv8 for initial detection and EfficientNet for species classification, achieving unprecedented 86% precision in field conditions.
Cloud-based system that creates dynamic, species-specific deterrent strategies combining visual, audio, and ultrasonic elements to prevent habituation.
Cost-effective ESP32-S3 microcontrollers with OV5640 cameras connected to Azure cloud processing, making advanced protection accessible to farms of all sizes.
Our system uses designated "safe zones" to maintain ecological balance while protecting high-value crops, promoting environmental sustainability alongside productivity.
We're seeking collaborations with agribusinesses, government entities, and investors to scale our technology and impact.