Automation and Robotics

• FarmBot-ROS - Open source farming robot.

• Field Friend - A Development Platform for Autonomous Weeding.

Datasets

• Agriculture Datasets Collection - Curated collection of machine learning datasets specifically designed to address food security challenges in developing regions.

• CEAOD - Controlled Environment Agriculture Open Data repository providing standardized datasets for greenhouse and indoor farming research with data analysis tools.

• CropHarvest (⭐218) - Open source remote sensing dataset for global crop type mapping with 95,186 labeled datapoints from satellite imagery, supporting machine learning research for food security.

• FAO/NASA Harvest Crop Type Dataset - Ground truth crop type observations dataset with geolocated field data for validation and training of cropland classification models.

IoT, Hardware / Shapefiles

• Open hydroponics - Fully Automated Hydroponic OS

IoT, Hardware / Shapefiles

• Simplesteer (⭐5) - RTK GPS tractor autosteer system with a web interface that you can control with a smartphone and can run on a Raspberry Pi.

Datasets

• PlantVillage - Dataset containing leaf images of healthy and diseased plants, covering 38 disease classes across 14 different crops.

• SoybeanYield (⭐163) - A multimodal agricultural dataset for soybean yield forecasting, integrating yield performance, management practices, weather data, and soil parameters.

Farm Management Systems and Record Keeping

• LiteFarm (⭐193) - LiteFarm is the world’s first community-led, not-for-profit, Farm management system

Data Standardization, Interoperability and APIs

• Agstack - Open-Source Digital Infrastructure for the Agriculture Ecosystem.

• JDLinkMachineDataAPI-OAuth2-CSharp-Example (⭐0) - CSharp JDLink Machine Data API client example.

• MyJohnDeereAPI-OAuth2-Java-Example (⭐2) - Java MyJohnDeere API client example.

• MyJohnDeereAPI-OAuth2-NodeJS-Example (⭐3) - Node.js MyJohnDeere API client example.

• MyJohnDeereAPI-OAuth2-Python-Example (⭐20) - Python MyJohnDeere API client example.

IoT, Hardware / Shapefiles

• Farm-Data-Relay-System (⭐583) - System using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi.

• OpenWeedLocator (⭐432) - Open Source, low-cost, image-based weed detection device for in-crop and fallow scenarios.

Machine Learning and AI / Shapefiles

• AgML (⭐259) - Centralized framework for agricultural machine learning.

• FarmVibes.AI (⭐821) - Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability.

Automation and Robotics

• Fields2Cover (⭐734) - Robust and efficient coverage paths for autonomous agricultural vehicles.

Automation and Robotics

• Ant Robotics - development from Ecoterra bot

• Acorn Rover - precision farming rover, Odrive, Python.

• Earth Rover - Ag AGV ROS1 precision farming rover

• EcoTerra Bot - Delta & Rover

• FarmBot - Open source precision gardening project.

• Romi project - Europe-funded research project

• ROS Agriculture - Open Source community focusing on using Robot Operating System to empower farmers with robotics tools.

• Weedinator - Line following weeding robot

Machine Learning and AI / Shapefiles

• agridat (⭐139) - R package providing an extensive collection of datasets from agricultural experiments.

• Crop Yield Prediction (⭐413) - Deep gaussian process for crop yield prediction based on remote sensing data.

• Deep Learning for Biologists with Keras (⭐106) - Tutorials for deep learning based analysis (mainly) on biological relavent themes.

• PlantCV (⭐755) - Plant phenotyping software using computer vision.

Data Standardization, Interoperability and APIs

• OpenTeam - Open Technology Ecosystem for Agricultural Management

Datasets

• CWFID (⭐155) - Dataset comprising field images, vegetation segmentation masks and crop/weed plant type annotations.

• Growstuff - Record keeping & crop database, nice API

• TERRA REF - 1PB public domain high resolution sensor data from sorghum breeding trials (data publication with large files available on globus.org at ncsa#terra-public)

Farm Management Systems and Record Keeping

• Soil Mate (⭐23) - Helper app designed to assist the collection of soil data.

Remote Sensing and Imagery / Shapefiles

• Awesome Vegetation Index (⭐78) - List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images.

IoT, Hardware / Shapefiles

• Farm Hack - Worldwide community of farmers that build and modify our own tools.

Calculators

• farm-calculators (⭐21) - WordPress plugin for calculating various farming and crop related information.

Climate, Environment and Weather

• agroclimatology (⭐17) - Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource.

• evapotranspiration (⭐14) - Ruby library for calculating reference crop evapotranspiration (ETo).

IoT, Hardware / Shapefiles

• Open Agriculture Foundation - Open Source ecosystem of technologies that enable and promote transparency, networked experimentation, education, and hyper-local production.

Data Standardization, Interoperability and APIs

• SencropAPI-JavaScript-Client (⭐3) - Sencrop API Javascript client implementation. Read and manage Sencrop weather stations.

Climate, Environment and Weather

• frostline (⭐160) - A dataset, API, and python parser for USDA plant hardiness zones.

• GSODR (⭐97) - Global summary daily weather data in R.

• iem (⭐179) - Code that makes the Iowa Environmental Mesonet run.

• PyETo (⭐173) - Python package for calculating reference/potential evapotranspiration (ETo).

• pyTSEB (⭐154) - A python two source energy balance model for estimation of evapotranspiration with remote sensing data.

• soilDB (⭐94) - R library for simplified access to NCSS soil databases.

Crop Modeling, Phenotyping, and Pathology

• Open Plant Pathology - A community that values open data and computational tools for advancing epidemiology and pathogen population biology and ecology.

Data Standardization, Interoperability and APIs

• AgGateway’s ADAPT Toolkit - Open Source project providing tools to simplify communication between growers, their machines, and their partners.

• API-Code-Samples (⭐9) - Contains aWhere's API platform code samples.

• ClearAg-API-Examples (⭐1) - A collection of code examples using the ClearAg APIs.

• Open Ag Data Alliance - OADA is an open project designed to bring interoperability, security, and privacy to agricultural data.

• SampleData (⭐33) - Sample datacards, shapefiles, and other files you can use for testing.

Farm Management Systems and Record Keeping

• Ekylibre (⭐462) - Farm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS.

• farmOS (⭐1.2k) - Web-based farm record keeping application built with Drupal and PHP.

• Tania (⭐810) - Free and open source farming management system for everyone built with Go and Vue.js.

Geospatial and GIS / GIS Resources

• Awesome GIS (⭐5.1k) - Awesome GIS is a list collecting abundant GIS related sources.

Geospatial and GIS / GIS Platforms

• QGIS - QGIS is a free, open source, cross platform (lin/win/mac) geographical information system.

Geospatial and GIS / Shapefiles

• pyshp (⭐1.1k) - Reads and writes ESRI Shapefiles in pure Python.

• rgeo-shapefile (⭐98) - RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby.

IoT, Hardware / Shapefiles

• AgOpenGPS - Ag precision mapping and section control software.

• OpenMinder (⭐45) - Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi.

Knowledgebases and Learning Resources / Shapefiles

• Harvest Helper (⭐88) - Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API.

• OpenFarm (⭐1.7k) - A free and open database for farming and gardening knowledge built with Ruby on Rails.

Remote Sensing and Imagery / Shapefiles

• Awesome Sentinel (⭐570) - A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.

• Raster Vision (⭐2.2k) - Deep learning for aerial/satellite imagery.

• Sen2Agri (⭐123) - Software system processing high resolution satellite images for agricultural purposes.