awesome-agriculture

agriculture toolkit

Curated collection of technologies and tools for supporting agriculture and farming

Open source technology for agriculture, farming, and gardening

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last commit: about 3 years ago
Linked from 5 awesome lists

agriculturalagricultureawesomeawesome-listcropfarmfarminggardeninggrowerplantssoilweather

Awesome Agriculture / Automation and Robotics

Ant Roboticsdevelopment from Ecoterra bot
Acorn Roverprecision farming rover, Odrive, Python
Earth RoverAg AGV ROS1 precision farming rover
EcoTerra BotDelta & Rover
FarmBotOpen source precision gardening project
Fields2Cover522almost 2 years agoRobust and efficient coverage paths for autonomous agricultural vehicles
Romi projectEurope-funded research project
ROS AgricultureOpen Source community focusing on using Robot Operating System to empower farmers with robotics tools
WeedinatorLine following weeding robot

Awesome Agriculture / Calculators

farm-calculators18over 9 years agoWordPress plugin for calculating various farming and crop related information

Awesome Agriculture / Climate, Environment and Weather

agroclimatology18about 9 years agoRuby client for interacting with the NASA (POWER) Agroclimatology Web Resource
evapotranspiration14about 9 years agoRuby library for calculating reference crop evapotranspiration (ETo)
frostline151almost 3 years agoA dataset, API, and python parser for USDA plant hardiness zones
GSODR92almost 2 years agoGlobal summary daily weather data in R
iem143almost 2 years agoCode that makes the Iowa Environmental Mesonet run
PyETo154about 4 years agoPython package for calculating reference/potential evapotranspiration (ETo)
pyTSEB138almost 2 years agoA python two source energy balance model for estimation of evapotranspiration with remote sensing data
soilDB84almost 2 years agoR library for simplified access to NCSS soil databases

Awesome Agriculture / Crop Modeling, Phenotyping, and Pathology

Open Plant PathologyA community that values open data and computational tools for advancing epidemiology and pathogen population biology and ecology

Awesome Agriculture / Datasets

GrowstuffRecord keeping & crop database, nice API
CWFID136over 11 years agoDataset comprising field images, vegetation segmentation masks and crop/weed plant type annotations
TERRA REF1PB public domain high resolution sensor data from sorghum breeding trials ( with large files available on )

Awesome Agriculture / Data Standardization, Interoperability and APIs

AgGateway’s ADAPT ToolkitOpen Source project providing tools to simplify communication between growers, their machines, and their partners
AgstackOpen-Source Digital Infrastructure for the Agriculture Ecosystem
agx-ruby5about 3 years agoRuby client for Proagrica's agX platform APIs
API-Code-Samples9over 7 years agoContains aWhere's API platform code samples
ClearAg-API-Examples1almost 8 years agoA collection of code examples using the ClearAg APIs
JDLinkMachineDataAPI-OAuth2-CSharp-Example0almost 2 years agoCSharp JDLink Machine Data API client example
Open Ag Data AllianceOADA is an open project designed to bring interoperability, security, and privacy to agricultural data
MyJohnDeereAPI-OAuth2-Java-Example2almost 2 years agoJava MyJohnDeere API client example
MyJohnDeereAPI-OAuth2-NodeJS-Example3almost 2 years agoNode.js MyJohnDeere API client example
MyJohnDeereAPI-OAuth2-Python-Example18over 2 years agoPython MyJohnDeere API client example
OpenTeamOpen Technology Ecosystem for Agricultural Management
SampleData29over 3 years agoSample datacards, shapefiles, and other files you can use for testing
SencropAPI-JavaScript-Client3over 3 years agoSencrop API Javascript client implementation. Read and manage Sencrop weather stations

Awesome Agriculture / Farm Management Systems and Record Keeping

AgroSenseFree and open source farm management suite built with Java
farmOS1,007almost 2 years agoWeb-based farm record keeping application built with Drupal and PHP
Ekylibre424over 2 years agoFarm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS
Soil Mate20over 5 years agoHelper app designed to assist the collection of soil data
Tania773over 2 years agoFree and open source farming management system for everyone built with Go and Vue.js

Awesome Agriculture / Geospatial and GIS / GIS Resources

Awesome GIS4,576almost 2 years agoAwesome GIS is a list collecting abundant GIS related sources

Awesome Agriculture / Geospatial and GIS / GIS Platforms

QGISQGIS is a free, open source, cross platform (lin/win/mac) geographical information system

Awesome Agriculture / Geospatial and GIS / Shapefiles

pyshp1,110almost 2 years agoReads and writes ESRI Shapefiles in pure Python
rgeo-shapefile97almost 2 years agoRGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby

Awesome Agriculture / IoT, Hardware

AgOpenGPS654almost 2 years agoAg precision mapping and section control software
DRO-Matic316almost 8 years agoFully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing
Farm-Data-Relay-System528almost 2 years agoSystem using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi
Farm HackWorldwide community of farmers that build and modify our own tools
Open Agriculture FoundationOpen Source ecosystem of technologies that enable and promote transparency, networked experimentation, education, and hyper-local production
OpenMinder37over 8 years agoOpen Source Rootzone Monitoring, API and open source hat for the RaspberryPi
OpenWeedLocator354almost 2 years agoOpen Source, low-cost, image-based weed detection device for in-crop and fallow scenarios

Awesome Agriculture / Knowledgebases and Learning Resources

Harvest Helper86over 3 years agoProvides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API
OpenFarm1,578about 2 years agoA free and open database for farming and gardening knowledge built with Ruby on Rails

Awesome Agriculture / Machine Learning and AI

AgML189almost 2 years agoCentralized framework for agricultural machine learning
agridat122almost 2 years agoR package providing an extensive collection of datasets from agricultural experiments
Crop Yield Prediction378over 3 years agoDeep gaussian process for crop yield prediction based on remote sensing data
Deep Learning for Biologists with Keras105over 7 years agoTutorials for deep learning based analysis (mainly) on biological relavent themes
FarmVibes.AI694almost 2 years agoMulti-Modal GeoSpatial ML Models for Agriculture and Sustainability
PlantCV671almost 2 years agoPlant phenotyping software using computer vision

Awesome Agriculture / Remote Sensing and Imagery

Awesome Sentinel545over 2 years agoA curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites
Raster Vision2,099almost 2 years agoDeep learning for aerial/satellite imagery
Sen2Agri115almost 6 years agoSoftware system processing high resolution satellite images for agricultural purposes
Awesome Vegetation Index67over 3 years agoList of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images

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