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fix ordering of categories
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brycejohnston authored Mar 30, 2022
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## Contents

- [Automation and Robotics](#automation-and-robotics)
- [Calculators](#calculators)
- [Climate, Environment and Weather](#climate-environment-and-weather)
- [Crop Modeling, Phenotyping, and Pathology](#crop-modeling-phenotyping-and-pathology)
- [Datasets](#datasets)
- [Machine Learning and AI](#machine-learning-and-ai)
- [Data Standardization, Interoperability and APIs](#data-standardization-interoperability-and-apis)
- [Farm Management Systems and Record Keeping](#farm-management-systems-and-record-keeping)
- [Geospatial and GIS](#geospatial-and-gis)
- [Automation and Robotics](#automation-and-robotics)
- [IoT, Hardware](#iot-hardware)
- [Knowledgebases and Learning Resources](#knowledgebases-and-learning-resources)
- [Machine Learning and AI](#machine-learning-and-ai)
- [Remote Sensing and Imagery](#remote-sensing-and-imagery)

## Automation and Robotics

- [Ant Robotics](https://antrobotics.de/) development from Ecoterra bot
- [Acorn Rover](https://github.com/Twisted-Fields) precision farming rover, Odrive, Python.
- [Earth Rover](https://github.com/earthrover) Ag AGV ROS1) precision farming rover,
- [EcoTerra Bot](https://ecoterrabot.com/) Delta & Rover
- [FarmBot](https://github.com/farmbot) - Open source precision gardening project.
- [Romi project](https://media.romi-project.eu/documents/index.html) Europe-funded research project
- [ROS Agriculture](http://rosagriculture.org/) - Open Source community focusing on using Robot Operating System to empower farmers with robotics tools.
- [Weedinator](https://hackaday.io/project/53896-weedinator-2019) Line following /weeding robot

## Calculators

- [farm-calculators](https://github.com/brycejohnston/farm-calculators) - WordPress plugin for calculating various farming and crop related information.
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- [CWFID](https://github.com/cwfid/dataset) - Dataset comprising field images, vegetation segmentation masks and crop/weed plant type annotations.
- [TERRA REF](https://terraref.org) -> 1PB public domain high resolution sensor data from sorghum breeding trials ([data publication](https://doi.org/10.5061/dryad.4b8gtht99) with large files available on [globus.org at ncsa#terra-public](https://app.globus.org/file-manager?origin_id=e8feaff4-96cd-11ea-bf90-0e6cccbb0103&origin_path=%2F))

## Machine Learning and AI
- [agridat](https://github.com/kwstat/agridat) - R package providing an extensive collection of datasets from agricultural experiments.
- [Crop Yield Prediction](https://github.com/JiaxuanYou/crop_yield_prediction) - Deep gaussian process for crop yield prediction based on remote sensing data.
- [Deep Learning for Biologists with Keras](https://github.com/totti0223/deep_learning_for_biologists_with_keras) - Tutorials for deep learning based analysis (mainly) on biological relavent themes.
- [PlantCV](https://github.com/danforthcenter/plantcv) - Plant phenotyping software using computer vision.

## Data Standardization, Interoperability and APIs

- [AgGateway’s ADAPT Toolkit](https://adaptframework.org) - Open Source project providing tools to simplify communication between growers, their machines, and their partners.
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- [pyshp](https://github.com/GeospatialPython/pyshp) - Reads and writes ESRI Shapefiles in pure Python.
- [rgeo-shapefile](https://github.com/rgeo/rgeo-shapefile) - RGeo Shapefile is an optional module for RGeo for reading geospatial data from ESRI shapefiles in Ruby.

## Automation and Robotics

- [Ant Robotics](https://antrobotics.de/) development from Ecoterra bot
- [Acorn Rover](https://github.com/Twisted-Fields) precision farming rover, Odrive, Python.
- [Earth Rover](https://github.com/earthrover) Ag AGV ROS1) precision farming rover,
- [EcoTerra Bot](https://ecoterrabot.com/) Delta & Rover
- [FarmBot](https://github.com/farmbot) - Open source precision gardening project.
- [Romi project](https://media.romi-project.eu/documents/index.html) Europe-funded research project
- [ROS Agriculture](http://rosagriculture.org/) - Open Source community focusing on using Robot Operating System to empower farmers with robotics tools.
- [Weedinator](https://hackaday.io/project/53896-weedinator-2019) Line following /weeding robot

## IoT, Hardware

- [AgOpenGPS](https://github.com/farmerbriantee/AgOpenGPS) - Ag precision mapping and section control software.
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- [Harvest Helper](https://github.com/damwhit/harvest_helper) - Provides growing, harvesting and recipe information for the 45 plants in the database as well as a JSON API.
- [OpenFarm](https://github.com/openfarmcc/OpenFarm) - A free and open database for farming and gardening knowledge built with Ruby on Rails.

## Machine Learning and AI
- [agridat](https://github.com/kwstat/agridat) - R package providing an extensive collection of datasets from agricultural experiments.
- [Crop Yield Prediction](https://github.com/JiaxuanYou/crop_yield_prediction) - Deep gaussian process for crop yield prediction based on remote sensing data.
- [Deep Learning for Biologists with Keras](https://github.com/totti0223/deep_learning_for_biologists_with_keras) - Tutorials for deep learning based analysis (mainly) on biological relavent themes.
- [PlantCV](https://github.com/danforthcenter/plantcv) - Plant phenotyping software using computer vision.

## Remote Sensing and Imagery

- [Awesome Sentinel](https://github.com/Fernerkundung/awesome-sentinel) - A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.
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