Eeko-Ai
Eeko AI uses data from NASA to provide farmers with advanced agricultural techniques. With actionable insights and innovative tools, it helps protect crops, increase productivity, and support sustainable farming.
Eeko-AI
Eeko AI is an innovative AI-powered solution designed to revolutionize agriculture by assisting farmers with advanced technology. Leveraging a Retrieval-Augmented Generation (RAG) model, powered by Meta LLaMA 3.2 (11B parameters), Eeko AI helps farmers identify crop-threatening insects with precision. 🌾🦗
To tackle scattered data challenges, we integrated an API delivering environmental insights via location coordinates. For weed detection, we transitioned from prebuilt models to a custom YOLOv5 model fine-tuned on real-world datasets, ensuring accurate and efficient results.
Key Features:
Insect Identification: Meta LLaMA 3.2
Weed Detection: YOLOv5 by Ultralytics
Chatbot: Groq and Hugging Face with English-to-Urdu speech for user accessibility
Deployment: Vercel
UI: Built with Next.js and TypeScript
Developed during NASA’s Space Apps Challenge hackathon, Eeko AI reflects the power of AI and agriculture for meaningful impact.
