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Roboflow Universe - Top Agriculture Datasets

Roboflow | Source | Database 

Founded in January 2020, Roboflow is on a mission to simplify computer vision for developers. They streamline data labeling and model training, making machine learning accessible to all. Recognizing the challenges, they faced when building their own applications, they created a user-friendly platform. Backed by top investors, including Craft Ventures and Y Combinator, Roboflow aims to remove barriers to success in computer vision. With a track record of award-winning projects, Roboflow's team understands the complexities of machine learning. Their goal is to provide efficient solutions for taking ML projects to production.

Top Agriculture Datasets: The use-cases for computer vision in agriculture are endless. From weed detection, to crop disease treatment, to automated spraying via drones, to autonomous tractors, to color sorting, to livestock monitoring, these datasets and pre-trained models can be used to optimize farmers' productivity, and boost yield, decrease costs, and increase profits. In addition to these curated agriculture datasets, thousands more datasets are available for free on Roboflow Universe.

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Roboflow Universe - Top Agriculture Datasets
Roboflow | Source | Database Founded in January 2020, Roboflow is on a mission to simplify computer vision for developers. They streamline data labeling and model training, making machine learning acc
Sustainable Farming Scheme (UK Welsh)
UK Welsh Government | Source | Outline Proposals | Summary of Responses | With the UK's exit from the EU ending the Common Agricultural Policy (CAP), the Welsh  Government has sought to redefine i
COMET Farm: Whole Farm and Ranch Carbon and Greenhouse Gas Accounting System
USDA| Source |COMET-Farm™ is a powerful online tool aimed at harnessing the potential of agriculture to combat climate change. Developed by the USDA's Natural Resources Conservation Service (NRCS)
Greenhouse Accounting Frameworks (GAF) for Australian Primary Industries
Zero Net Emissions Agriculture Cooperative Research Centre | Source |  The Greenhouse Accounting Frameworks (GAF) for Australian Primary Industries provide tools to measure and manage greenhouse gas (
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GloRice: Gridded Paddy Rice Distribution for the Years 1961 to 2021
Xie H, Li J, Li T, Lu X, Hu Q, Qin Z | Source | Download | GloRice (v1.0) is a high-resolution global dataset mapping paddy rice harvested and physical areas from 1961 to 2021 at a 5-arcminute resolut
Farm Carbon Toolkit
UK Department for Environment, Food & Rural Affairs| Source | Guide |The Farm Carbon Toolkit, established by farmers for farmers, aims to enhance understanding and action on greenhouse gas emissions i
EU-FarmBook
Funded by the European Union | Source | Flyer | EU-FarmBook is a Horizon Europe initiative designed to support knowledge exchange in agriculture and forestry across the EU. It offers an interactive, m
Agroforestry Design Toolâ„¢
Agroforestry.com | Source | User Manual | AgroforestryX is a web-based design tool developed by Regenerative Agroforestry Systems (RAS) in Hawaii to support the creation of multistory agroforests tail
Foodsteps
Foodsteps | Source | Foodsteps is a food sustainability platform designed for food service operators and manufacturers seeking trustworthy, data-driven insights to measure, reduce, and report environm
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