awesome-agriculture

development from Ecoterra bot

precision farming rover, Odrive, Python

Ag AGV ROS1 precision farming rover

Delta & Rover

Open source precision gardening project

Fields2Cover

Robust and efficient coverage paths for autonomous agricultural vehicles

Europe-funded research project

Open Source community focusing on using Robot Operating System to empower farmers with robotics tools

Line following weeding robot

farm-calculators

WordPress plugin for calculating various farming and crop related information

agroclimatology

Ruby client for interacting with the NASA (POWER) Agroclimatology Web Resource

evapotranspiration

Ruby library for calculating reference crop evapotranspiration (ETo)

frostline

A dataset, API, and python parser for USDA plant hardiness zones

GSODR

Global summary daily weather data in R

iem

Code that makes the Iowa Environmental Mesonet run

PyETo

Python package for calculating reference/potential evapotranspiration (ETo)

pyTSEB

A python two source energy balance model for estimation of evapotranspiration with remote sensing data

soilDB

R library for simplified access to NCSS soil databases

A community that values open data and computational tools for advancing epidemiology and pathogen population biology and ecology

Record keeping & crop database, nice API

CWFID

Dataset comprising field images, vegetation segmentation masks and crop/weed plant type annotations

1PB public domain high resolution sensor data from sorghum breeding trials ( with large files available on )

Open Source project providing tools to simplify communication between growers, their machines, and their partners

Open-Source Digital Infrastructure for the Agriculture Ecosystem

agx-ruby

Ruby client for Proagrica's agX platform APIs

API-Code-Samples

Contains aWhere's API platform code samples

ClearAg-API-Examples

A collection of code examples using the ClearAg APIs

JDLinkMachineDataAPI-OAuth2-CSharp-Example

CSharp JDLink Machine Data API client example

OADA is an open project designed to bring interoperability, security, and privacy to agricultural data

MyJohnDeereAPI-OAuth2-Java-Example

Java MyJohnDeere API client example

MyJohnDeereAPI-OAuth2-NodeJS-Example

Node.js MyJohnDeere API client example

MyJohnDeereAPI-OAuth2-Python-Example

Python MyJohnDeere API client example

Open Technology Ecosystem for Agricultural Management

SampleData

Sample datacards, shapefiles, and other files you can use for testing

SencropAPI-JavaScript-Client

Sencrop API Javascript client implementation. Read and manage Sencrop weather stations

Free and open source farm management suite built with Java

farmOS

Web-based farm record keeping application built with Drupal and PHP

Ekylibre

Farm management information system for farmers and small enterprises built with Ruby on Rails and PostgreSQL/PostGIS

Soil Mate

Helper app designed to assist the collection of soil data

Tania

Free and open source farming management system for everyone built with Go and Vue.js

Awesome GIS

Awesome GIS is a list collecting abundant GIS related sources

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

pyshp

Reads and writes ESRI Shapefiles in pure Python

rgeo-shapefile

RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby

AgOpenGPS

Ag precision mapping and section control software

DRO-Matic

Fully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing

Farm-Data-Relay-System

System using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi

Worldwide community of farmers that build and modify our own tools

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

OpenMinder

Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi

OpenWeedLocator

Open Source, low-cost, image-based weed detection device for in-crop and fallow scenarios

Harvest Helper

Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API

OpenFarm

A free and open database for farming and gardening knowledge built with Ruby on Rails

AgML

Centralized framework for agricultural machine learning

agridat

R package providing an extensive collection of datasets from agricultural experiments

Crop Yield Prediction

Deep gaussian process for crop yield prediction based on remote sensing data

Deep Learning for Biologists with Keras

Tutorials for deep learning based analysis (mainly) on biological relavent themes

FarmVibes.AI

Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

PlantCV

Plant phenotyping software using computer vision

Awesome Sentinel

A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites

Raster Vision

Deep learning for aerial/satellite imagery

Sen2Agri

Software system processing high resolution satellite images for agricultural purposes

Awesome Vegetation Index

List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images