DagsHub: A Single Source of Truth for your AI Projects¶
DagsHub is a platform for AI and ML developers that lets you manage and collaborate on your data, models, experiments, alongside your code. DagsHub was particularly designed for unstructured data for example text, images, audio, medical imaging, and binary files. It directly integrates with and is built on top of popular open source tools like Git, DVC, MLflow, Label Studio, and others, and provides a streamline workflow for using them together.
Key Use Cases¶
You can do a lot of things with DagsHub, but here are some of the things DagsHub users usually use the platform for:
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Dataset Management & Versioning
Manage your data, and version your datasets to create a fully reproducible project.
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Keep track of your experimentation process, log parameters and metrics, and analyze results
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Label your data, then use the results easily without writing custom data pipelines
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Manage model versions, status and deployments
Quick Start¶
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Start your new project with DagsHub
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A step-by-step introduction to DagsHub, zero local setup