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What is Oxen.ai?
Oxen.ai offers open-source tools designed for managing and versioning machine learning datasets. It allows users to track, iterate, and collaborate on multi-modal data, including images, audio, video, tabular data, and text.
The platform facilitates the creation of high-quality AI datasets by providing features for data version control, scalability, and collaboration. Oxen.ai is built for speed and efficiency, enabling teams to streamline their machine learning workflows and improve model performance.
Features
- Version Control: Track changes and quickly identify the most important modifications that impact your model.
- Scalability & Versatility: Handle data of any shape or size, including thousands of hours of audio, millions of images, and billions of rows in CSV files.
- Performance: Save engineers hours syncing data from training, testing, to evaluation.
- Data Visibility: Transform unstructured data into beautifully rendered datasets that evolve over time.
- Command Line Tooling: Powerful version control, optimized for large-scale datasets.
- Collaboration: Enable stakeholders to share, review, and edit data together.
Use Cases
- Tracking and versioning machine learning datasets.
- Collaborating on data projects with team members.
- Improving model performance by managing data quality.
- Exploring and analyzing public datasets.
- Running models on specific datasets.
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