Building CropLogic: AI-Powered Farming Intelligence for Smallholder and Medium Farms

🚜 CropLogic: AI-Powered Farming for Smallholders (Omdena Project)

Project Impact:
Croplogic is a SaaS-based precision agriculture platform designed to empower smallholder and medium-sized farms with AI-driven decision support. By integrating satellite imagery and IoT sensor data, the platform delivers real-time, location-specific insights on crop and soil health. Through intuitive web and mobile dashboards, farmers receive personalized recommendations for what, when, and where to plant, as well as how to optimize irrigation, fertilizer use, and harvest timing—including for honey production. Croplogic uses lightweight machine learning models and modular architecture to ensure accessibility, even in low-connectivity rural areas. The platform simplifies data complexity into actionable, farm-level decisions—boosting productivity, reducing costs, and supporting climate-resilient agriculture.

🌱 About the Project & Demo
See how our team built an AI platform to make farming smarter! This MVP (Minimum Viable Product) focuses on helping farmers in Hungary who grow key crops like Sunflower and Rapeseed.

We tackled the problem of fragmented agricultural data by building one simple tool. Using satellite data (NDVI) and weather information, the platform predicts crop health up to 7 days in advance!

Key Features You'll See in the Demo:
7-Day Crop Forecast: Get an instant health prediction for your field using our integrated AI Assistant.

AI Field Reports: Trigger a detailed analysis with confidence scores and clear recommendations for your crops.

Visualize Health Over Time: Easily track and compare your field's health trends (NDVI) against neighbors.

Ground Truth Notes: Add field annotations, assign a health label (like 'Pest'), and upload photos for better record-keeping.

This project transforms complex data into actionable farm-level decisions, supporting climate-resilient agriculture and improving profitability for small farmers.

Credits to ‪@withjaelinlee‬ for creating this presentation!

Front-end: https://github.com/OmdenaAI/Building-...
API: https://github.com/OmdenaAI/Building-...

#PrecisionAgriculture #AIFarming #SmallholderFarms #Omdena #CropHealth #Sustainability