diff --git a/README.md b/README.md index 1c6e26f..c7cfb59 100644 --- a/README.md +++ b/README.md @@ -8,19 +8,30 @@ Contributions welcome! Please follow the [contributing guidelines](https://githu ## 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. @@ -46,12 +57,6 @@ Contributions welcome! Please follow the [contributing guidelines](https://githu - [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. @@ -95,17 +100,6 @@ Contributions welcome! Please follow the [contributing guidelines](https://githu - [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. @@ -119,6 +113,12 @@ Contributions welcome! Please follow the [contributing guidelines](https://githu - [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.