awesome-agriculture

precision farming rover, Odrive, Python.

development from Ecoterra bot

Ag AGV ROS1 precision farming rover

Delta & Rover

Open source precision gardening project.

Open source farming robot.

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

Open-Source Digital Infrastructure for the Agriculture Ecosystem.

Contains aWhere's API platform code samples.

Production-ready Rust crate for professional botanical data management with taxonomic hierarchy, cultivation tracking, and Darwin Core compliance.

A collection of code examples using the ClearAg APIs.

Open Source data standards and IoT framework that help connect farm systems and enable practical smart farming and agrifood solutions—part of the larger Fiware.org project.

Centralized framework for agricultural machine learning.

R package providing an extensive collection of datasets from agricultural experiments.

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

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

Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability.

Plant phenotyping software using computer vision.

Ag precision mapping and section control software.

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.

Fully Automated Hydroponic OS

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

Curated collection of machine learning datasets specifically designed to address food security challenges in developing regions.

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

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.

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

Ground truth crop type observations dataset with geolocated field data for validation and training of cropland classification models.

Record keeping & crop database, nice API

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

Ruby library for calculating reference crop evapotranspiration (ETo).

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

Global summary daily weather data in R.

Code that makes the Iowa Environmental Mesonet run.

Python package for calculating reference/potential evapotranspiration (ETo).

Awesome GIS is a list collecting abundant GIS related sources.

Reads and writes ESRI Shapefiles in pure Python.

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

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

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

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

Deep learning for aerial/satellite imagery.

Software system processing high resolution satellite images for agricultural purposes.