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: over 1 year ago
Linked from 5 awesome lists

agriculturalagricultureawesomeawesome-listcropfarmfarminggardeninggrowerplantssoilweather

Awesome Agriculture / 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
Fields2Cover 511 18 days ago Robust and efficient coverage paths for autonomous agricultural vehicles
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

Awesome Agriculture / Calculators
farm-calculators 18 over 7 years ago WordPress plugin for calculating various farming and crop related information

Awesome Agriculture / Climate, Environment and Weather
agroclimatology 18 about 7 years ago Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource
evapotranspiration 14 about 7 years ago Ruby library for calculating reference crop evapotranspiration (ETo)
frostline 150 about 1 year ago A dataset, API, and python parser for USDA plant hardiness zones
GSODR 90 about 1 month ago Global summary daily weather data in R
iem 142 1 day ago Code that makes the Iowa Environmental Mesonet run
PyETo 155 about 2 years ago Python package for calculating reference/potential evapotranspiration (ETo)
pyTSEB 136 8 days ago A python two source energy balance model for estimation of evapotranspiration with remote sensing data
soilDB 84 7 days ago R library for simplified access to NCSS soil databases

Awesome Agriculture / 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

Awesome Agriculture / Datasets
Growstuff Record keeping & crop database, nice API
CWFID 134 over 9 years ago Dataset comprising field images, vegetation segmentation masks and crop/weed plant type annotations
TERRA REF 1PB 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 Toolkit Open Source project providing tools to simplify communication between growers, their machines, and their partners
Agstack Open-Source Digital Infrastructure for the Agriculture Ecosystem
agx-ruby 5 over 1 year ago Ruby client for Proagrica's agX platform APIs
API-Code-Samples 9 almost 6 years ago Contains aWhere's API platform code samples
ClearAg-API-Examples 1 about 6 years ago A collection of code examples using the ClearAg APIs
JDLinkMachineDataAPI-OAuth2-CSharp-Example 0 10 days ago CSharp JDLink Machine Data API client example
Open Ag Data Alliance OADA is an open project designed to bring interoperability, security, and privacy to agricultural data
MyJohnDeereAPI-OAuth2-Java-Example 2 21 days ago Java MyJohnDeere API client example
MyJohnDeereAPI-OAuth2-NodeJS-Example 3 about 1 month ago Node.js MyJohnDeere API client example
MyJohnDeereAPI-OAuth2-Python-Example 17 6 months ago Python MyJohnDeere API client example
OpenTeam Open Technology Ecosystem for Agricultural Management
SampleData 29 over 1 year ago Sample datacards, shapefiles, and other files you can use for testing
SencropAPI-JavaScript-Client 3 over 1 year ago Sencrop API Javascript client implementation. Read and manage Sencrop weather stations

Awesome Agriculture / Farm Management Systems and Record Keeping
AgroSense Free and open source farm management suite built with Java
farmOS 996 about 2 months ago Web-based farm record keeping application built with Drupal and PHP
Ekylibre 420 9 months ago Farm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS
Soil Mate 20 over 3 years ago Helper app designed to assist the collection of soil data
Tania 773 5 months ago Free and open source farming management system for everyone built with Go and Vue.js

Awesome Agriculture / Geospatial and GIS / GIS Resources
Awesome GIS 4,536 about 1 month ago Awesome GIS is a list collecting abundant GIS related sources

Awesome Agriculture / Geospatial and GIS / GIS Platforms
QGIS QGIS is a free, open source, cross platform (lin/win/mac) geographical information system

Awesome Agriculture / Geospatial and GIS / Shapefiles
pyshp 1,106 about 1 month ago Reads and writes ESRI Shapefiles in pure Python
rgeo-shapefile 97 about 1 month ago RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby

Awesome Agriculture / IoT, Hardware
AgOpenGPS 643 8 days ago Ag precision mapping and section control software
DRO-Matic 315 almost 6 years ago Fully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing
Farm-Data-Relay-System 521 4 months ago System using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi
Farm Hack Worldwide community of farmers that build and modify our own tools
Open Agriculture Foundation Open Source ecosystem of technologies that enable and promote transparency, networked experimentation, education, and hyper-local production
OpenMinder 37 over 6 years ago Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi
OpenWeedLocator 348 8 days ago Open Source, low-cost, image-based weed detection device for in-crop and fallow scenarios

Awesome Agriculture / Knowledgebases and Learning Resources
Harvest Helper 86 over 1 year ago Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API
OpenFarm 1,571 4 months ago A free and open database for farming and gardening knowledge built with Ruby on Rails

Awesome Agriculture / Machine Learning and AI
AgML 185 9 days ago Centralized framework for agricultural machine learning
agridat 118 26 days ago R package providing an extensive collection of datasets from agricultural experiments
Crop Yield Prediction 376 over 1 year ago Deep gaussian process for crop yield prediction based on remote sensing data
Deep Learning for Biologists with Keras 105 over 5 years ago Tutorials for deep learning based analysis (mainly) on biological relavent themes
FarmVibes.AI 684 about 1 month ago Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
PlantCV 662 8 days ago Plant phenotyping software using computer vision

Awesome Agriculture / Remote Sensing and Imagery
Awesome Sentinel 542 9 months ago A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites
Raster Vision 2,082 22 days ago Deep learning for aerial/satellite imagery
Sen2Agri 115 almost 4 years ago Software system processing high resolution satellite images for agricultural purposes
Awesome Vegetation Index 67 over 1 year ago List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images

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