Resources
We make tools and datasets available to the broader research community with the goal of building a more collaborative ecosystem.
Resources
We make tools and datasets available to the broader research community with the goal of building a more collaborative ecosystem.
Datasets
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Google Research Datasets
Google periodically releases data of interest to researchers in a wide range of computer science disciplines.
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Kaggle
Explore and analyze Google data.
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Hugging Face
Collaborate on Google models, datasets, and applications.
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Dataset Search
Use simple keyword searches to discover datasets hosted in thousands of repositories across the Web.
Featured projects
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Neural mapping
Google is driving innovation in brain mapping, enabling breakthroughs in neuroscience.
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VideoPoet
VideoPoet is a language model capable of synthesizing high-quality video and audio from a large variety of conditioning signals.
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Green Light
Optimizing traffic lights to reduce vehicle emissions in cities, helping to mitigate climate change and improve urban mobility.
Tools and services
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Prepare data
Use TensorFlow tools to process and load your data
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Build ML models
Use pre-trained models or create custom ones.
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TPU Research Cloud
Apply for access to a cluster of more than 1,000 Cloud TPUs at no charge to help them accelerate the next wave of research breakthroughs.
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Dataset Search
Dataset Search enables users to find datasets stored in thousands of repositories across the web, making these datasets universally accessible and useful for everyone.
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Cloud TPU machine learning accelerators
Train and run machine learning models faster than ever before.
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Cloud AI
Google Cloud's AI provides modern machine learning services, with pre-trained models and a service to generate your own tailored models.
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Cloud AutoML
Train high quality custom machine learning models with minimum effort and machine learning expertise.
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CoLaboratory
Colaboratory is a Google research project created to help disseminate machine learning education and research. It's a Jupyter notebook environment that requires no setup to use and runs entirely in the cloud.
Open source
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The Data Cards Playbook
A toolkit of activities, frameworks, and guidance for transparency in research dataset documentation. Customizable, participatory methods to create Data Cards templates.
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Explore TensorFlow
Our open-source machine learning platform for everyone.
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Google Open Source
Google believes that open source is good for everyone.
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Google Research GitHub
Explore all the open source releases from Google Research.