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Global Agri-Tech Automation & Optimization Projects

Explore 24 innovative projects across 5 categories transforming agriculture through automation, AI, and open-source technology.

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Farm Management Software (Open-Source Platforms)

Free and open-source web applications for comprehensive farm management, planning, and record keeping.

farmOS

๐Ÿ“ USA Software

A free, open-source web application for farm management, planning, and record keeping, built on Drupal. Developed by a community of farmers and developers, it allows tracking of locations, crops, livestock, inputs, and activities on farms.

Key Features:

โœ“ Location tracking โœ“ Crop management โœ“ Livestock tracking โœ“ Activity logging โœ“ Community-driven
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Ekylibre

๐Ÿ“ France Software

An open-source farm management information system (FMIS) written in Ruby on Rails. Ekylibre offers a modular platform to handle farm production, accounting, and mapping, connecting farms to the world through data integration. Available as open-source (AGPL v3) with a commercial SaaS option.

Key Features:

โœ“ Production management โœ“ Accounting โœ“ Mapping โœ“ Data integration โœ“ Modular platform
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Tania

๐Ÿ“ Indonesia Software

A free, open-source farming journal and management tool for small farmers. Built with Go and Vue.js, Tania lets users manage farm areas, water reservoirs, tasks, inventories, and crop growth stages with a self-hosted community edition (Apache 2.0).

Key Features:

โœ“ Farm area management โœ“ Water reservoirs โœ“ Task tracking โœ“ Inventory management โœ“ Crop growth stages
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LiteFarm

๐Ÿ“ Canada Software

A community-led, open-source farm management platform tailored for sustainable and organic farming. Web-based and mobile-friendly, helping farmers organize fields, plan activities, track inputs/certifications, and record observations. Used in Canada, the US, and Latin America.

Key Features:

โœ“ Sustainable farming focus โœ“ Mobile-friendly โœ“ Certification tracking โœ“ Field organization โœ“ Activity planning
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Precision Agriculture & Data Tools

GPS guidance, smart irrigation, AI models, and satellite monitoring tools for data-driven farming decisions.

AgOpenGPS

๐Ÿ“ Canada Software/Hardware

An open-source GPS guidance and auto-steering system for tractors. Provides precision mapping, section control for spraying, and GPS-based autosteer capabilities from basic lightbar guidance up to RTK-level accuracy using affordable GNSS receivers.

Key Features:

โœ“ GPS auto-steering โœ“ Precision mapping โœ“ Section control โœ“ RTK accuracy โœ“ Affordable DIY
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OpenSprinkler

๐Ÿ“ USA Hardware/Software

An open-source smart irrigation controller that automates watering for gardens, lawns, and farms. Create custom irrigation programs with weather-based adjustments and control valves remotely via web or mobile. Raspberry-Pi compatible, low-cost device.

Key Features:

โœ“ Smart irrigation โœ“ Weather-based control โœ“ Remote access โœ“ Rain sensors โœ“ Water optimization
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FarmVibes.AI

๐Ÿ“ USA Software

A toolkit of AI and geospatial models for precision farming by Microsoft Research. Analyzes multi-modal data (drones, satellites, soil sensors) to predict optimal fertilizer application, forecast micro-climate conditions, and recommend planting decisions.

Key Features:

โœ“ AI models โœ“ Multi-modal data โœ“ Fertilizer optimization โœ“ Climate forecasting โœ“ Planting recommendations
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OneSoil

๐Ÿ“ Belarus/Switzerland Software

A precision farming platform using satellite imagery and machine learning to monitor crop health globally. Provides a free interactive map with field boundaries and crop types detected via Copernicus Sentinel data, tracking NDVI vegetation indices.

Key Features:

โœ“ Satellite monitoring โœ“ Machine learning โœ“ NDVI tracking โœ“ Field boundaries โœ“ Crop detection
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PlantVillage Nuru

๐Ÿ“ Global/Africa Software

A mobile AI assistant for crop disease diagnosis that runs offline on a standard smartphone. Combines computer vision for expert-level disease detection, anomaly alerts from satellite data, and a chatbot interface. Deployed in Kenya, Tanzania, and India.

Key Features:

โœ“ Offline disease diagnosis โœ“ Computer vision โœ“ Satellite alerts โœ“ AI chatbot โœ“ Mobile-first
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Field Robots & Autonomous Machinery

Robotic systems for autonomous harvesting, weeding, planting, and field operations.

FarmBot

๐Ÿ“ USA Hardware/Software

An open-source CNC farming machine for small-scale gardening. A Cartesian robotic platform that plants seeds, waters plants, and destroys weeds automatically on a garden bed. Controlled via web app with a shared open crop database.

Key Features:

โœ“ CNC precision โœ“ Automated planting โœ“ Watering system โœ“ Weed control โœ“ Web-based control
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Agrobot E-Series

๐Ÿ“ Spain Hardware

An autonomous strawberry-harvesting robot featuring 24 robotic arms guided by AI and machine vision. Identifies ripe strawberries using color cameras and depth sensors, with LiDAR navigation through strawberry fields.

Key Features:

โœ“ 24 robotic arms โœ“ AI vision โœ“ Gentle harvesting โœ“ LiDAR navigation โœ“ Autonomous operation
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Harvest CROO

๐Ÿ“ USA Hardware

An advanced strawberry-harvesting robot developed in Florida. The Computerized Robotic Optimized Obtainer uses multiple coordinated mechanisms to pull back leaves, pluck ripe strawberries, and pack them. Harvests in about 8 seconds per plant.

Key Features:

โœ“ Multi-mechanism design โœ“ Computer vision โœ“ Fast harvesting โœ“ Automated packing โœ“ Coordinated robotics
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FFRobotics

๐Ÿ“ Israel Hardware

A prototype fruit-harvesting robot for orchards with multiple arms and computer vision. AI recognizes ripe fruit and gently detaches them from trees (apples, oranges). Research project targeting commercial harvest efficiency.

Key Features:

โœ“ Multi-arm system โœ“ Orchard harvesting โœ“ AI recognition โœ“ Gentle picking โœ“ Tree fruit specialist
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Monarch Tractor

๐Ÿ“ USA Hardware

A fully electric smart tractor with autonomous capabilities. The Monarch MK-V can operate with or without a driver using GPS and vision for guidance. Performs field tasks on battery power while collecting data for precision agriculture.

Key Features:

โœ“ Fully electric โœ“ Autonomous operation โœ“ GPS & vision guidance โœ“ Data collection โœ“ Sustainable power
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Naรฏo Technologies

๐Ÿ“ France Hardware

A suite of field robots for weeding and farm tasks including Oz (small vegetable weeder), Dino (row-crop weeder), and Ted (vineyard robot). Electric robots use GPS-RTK and computer vision to autonomously hoe weeds, reducing herbicide use.

Key Features:

โœ“ Multiple models โœ“ Electric power โœ“ GPS-RTK precision โœ“ Herbicide reduction โœ“ Vineyard specialist
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John Deere See & Spray

๐Ÿ“ USA Hardware/Software

An AI-driven precision sprayer using cameras and machine learning to detect weeds in row crops and apply herbicide only where needed. Reduces herbicide use by up to 67% compared to broadcast spraying in cotton, corn, and soy.

Key Features:

โœ“ AI weed detection โœ“ Precision spraying โœ“ 67% herbicide reduction โœ“ Machine learning โœ“ Row crop specialist
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Carbon Robotics LaserWeeder

๐Ÿ“ USA Hardware

An autonomous weed-control robot that uses lasers to kill weeds. Drives through crop fields using AI and computer vision to identify weeds vs crops, then fires high-power lasers to eliminate weeds without chemicals. Zaps thousands per hour.

Key Features:

โœ“ Laser technology โœ“ Chemical-free โœ“ AI identification โœ“ Autonomous driving โœ“ High-speed operation
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Cargill Cattle Driver

๐Ÿ“ USA Hardware

A robotic cattle-driving system deployed in agribusiness processing. Remote-controlled robots herd cattle by waving robotic arms, blowing air, and playing recorded audio cues, reducing stress on animals and improving worker safety.

Key Features:

โœ“ Remote control โœ“ Stress reduction โœ“ Worker safety โœ“ Audio cues โœ“ Automated herding
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Drones & Aerial Systems

Agricultural drones for crop spraying, seeding, and automated aerial monitoring.

DJI Agras Series

๐Ÿ“ China Hardware

A line of multirotor agricultural drones for crop spraying and seeding. Carry liquid pesticide or fertilizer tanks (10L-100L) and spray crops autonomously. Follow pre-planned routes with automatic refill station return. Improved productivity especially in rice paddies.

Key Features:

โœ“ Autonomous spraying โœ“ Large tank capacity โœ“ Auto-refill return โœ“ Pre-planned routes โœ“ Rice paddy specialist
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American Robotics Scout

๐Ÿ“ USA Hardware/Software

A fully autonomous drone-in-a-box system for aerial crop monitoring. Lives in a weatherproof charging station and automatically launches on scheduled missions. Uses edge computing and AI to detect crop stress, pests, and growth stages. FAA-approved beyond-line-of-sight.

Key Features:

โœ“ Autonomous charging โœ“ Scheduled missions โœ“ Edge AI โœ“ Crop health monitoring โœ“ BVLOS certified
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UAV Seed & Spray Drones

๐Ÿ“ Global Hardware

Heavy-lift agricultural drones for automated seeding and spraying. UAV Systems International (USA) and XAG P100 (China) offer 15-20 minute flights with 15L payloads for broadcasting seeds and spot-treatment. Popular in India and China for labor-scarce regions.

Key Features:

โœ“ Heavy payload โœ“ Seed broadcasting โœ“ Spot treatment โœ“ Quick deployment โœ“ Labor replacement
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Supply Chain & Marketplace Platforms

Digital platforms connecting farmers to markets, services, and transparent supply chains.

Open Food Network

๐Ÿ“ Global/Australia Software/Platform

An open-source online marketplace platform for local food supply chains. Enables farmers, producers, and food hubs to sell products online with customizable storefronts. Used in 15+ countries by thousands of co-ops and farmers, supporting fair pricing and transparency.

Key Features:

โœ“ Open-source marketplace โœ“ Customizable storefronts โœ“ Fair pricing โœ“ Local food focus โœ“ Co-op friendly
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Hello Tractor

๐Ÿ“ Kenya/Nigeria Software/Service

A tractor-sharing platform dubbed "Uber for Tractors." Connects smallholder farmers needing tractor services with owners via mobile app and IoT devices. Farmers book plowing or harvesting on-demand through agents. Operating across Africa and South Asia.

Key Features:

โœ“ Tractor sharing โœ“ Mobile booking โœ“ IoT tracking โœ“ On-demand services โœ“ Fleet optimization
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IBM Food Trust

๐Ÿ“ USA/Global Software/Platform

A blockchain-based food supply chain network improving traceability from farm to fork. Records each supply chain event in a tamper-proof ledger, enabling rapid trace-back of contaminated products (seconds vs weeks) and reducing waste through optimized inventory.

Key Features:

โœ“ Blockchain security โœ“ Rapid traceability โœ“ Waste reduction โœ“ Supply chain transparency โœ“ Quality assurance
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