datachain-ai/datachain: The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure - datachain-ai/datachain
AI Data Management Platform
Summary
Oxen.ai is an open-source platform for AI data version control that enables teams to track, iterate, collaborate on, and discover multi-modal datasets including images, audio, video, tabular, and text data.
Highlights
- Open-source data version control specifically designed for AI/ML datasets with multi-modal support
- Supports images, audio, video, tabular, and text data formats in a unified platform
- Offers public and private dataset sharing with collaboration features for teams
- Includes model inference capabilities to run models directly on your data
- Provides performance measurement tools to track data quality and model outputs
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Context
Audience
Machine learning engineers, data scientists, and AI researchers who need to manage, version, and collaborate on multi-modal datasets
DomainMachine Learning
Formatinteractive web platform
Accessopen source, free online
Source Overview
Manage your AI data using Oxen’s state of the art data version control. Blazing fast, and Open source.
Topics
Related
DVC (Data Version Control)Hugging Face DatasetsWeights & BiasesMLflowKaggle Datasets
