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Update and add index

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Jonas Zeunert
2024-04-23 15:17:38 +02:00
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 Awesome Agriculture !Awesome (https://awesome.re/badge.svg) (https://awesome.re)
 Awesome Agriculture !Awesome (https://awesome.re/badge.svg) (https://awesome.re)
▐ A curated list of awesome open source technology for agriculture, farming, and gardening.
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Crop Modeling, Phenotyping, and Pathology
- Open Plant Pathology (https://www.openplantpathology.org/) - A community that values open data and computational tools for advancing epidemiology and pathogen population biology and 
ecology.
- Open Plant Pathology (https://www.openplantpathology.org/) - A community that values open data and computational tools for advancing epidemiology and pathogen population biology and ecology.
Datasets
- Growstuff (https://www.growstuff.org/crops) Record keeping & crop database, nice API
- 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))
- 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))
Data Standardization, Interoperability and APIs
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- AgOpenGPS (https://github.com/farmerbriantee/AgOpenGPS) - Ag precision mapping and section control software.
- DRO-Matic (https://github.com/drolsen/DRO-Matic) - Fully Automated Hydroponic OS for DIY DRO-Matic cabinets - Nutrient dosing, irrigation, topoffs, timers, EC & pH drift fixing.
- Farm-Data-Relay-System (https://github.com/timmbogner/Farm-Data-Relay-System) - System using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on 
WiFi.
- Farm-Data-Relay-System (https://github.com/timmbogner/Farm-Data-Relay-System) - System using ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi.
- Farm Hack (https://farmhack.org/tools) - Worldwide community of farmers that build and modify our own tools.
- Open Agriculture Foundation (https://github.com/OpenAgricultureFoundation) - Open Source ecosystem of technologies that enable and promote transparency, networked experimentation, 
education, and hyper-local production.
- Open Agriculture Foundation (https://github.com/OpenAgricultureFoundation) - Open Source ecosystem of technologies that enable and promote transparency, networked experimentation, education, and hyper-local production.
- OpenMinder (https://github.com/autogrow/openminder) - Open Source Rootzone Monitoring, API and open source hat for the RaspberryPi.
- OpenWeedLocator (https://github.com/geezacoleman/OpenWeedLocator) - Open Source, low-cost, image-based weed detection device for in-crop and fallow scenarios.
@@ -119,8 +116,7 @@
- AgML (https://github.com/Project-AgML/AgML) - Centralized framework for agricultural machine learning.
- 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.
- 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.
- FarmVibes.AI (https://github.com/microsoft/farmvibes-ai) - Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability.
- PlantCV (https://github.com/danforthcenter/plantcv) - Plant phenotyping software using computer vision.
@@ -129,8 +125,7 @@
- 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.
- Raster Vision (https://github.com/azavea/raster-vision) - Deep learning for aerial/satellite imagery.
- Sen2Agri (https://github.com/Sen2Agri/Sen2Agri-System) - Software system processing high resolution satellite images for agricultural purposes.
- Awesome Vegetation Index (https://github.com/px39n/Awesome-Vegetation-Index) - List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV 
images.
- Awesome Vegetation Index (https://github.com/px39n/Awesome-Vegetation-Index) - List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images.
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