Daft

The Blazing-Fast, Multimodal Data Warehouse for Computer Vision at Scale

Daft is a revolutionary AI-powered framework that streamlines your computer vision workflows, delivering unparalleled efficiency and scalability. Designed for data-driven organizations, Daft seamlessly integrates with essential Python libraries, empowering you to harness the power of machine learning and deep learning at unprecedented speeds.

Unmatched Performance and Flexibility

Daft's Blazing efficiency is powered by its Rust-based core, providing vectorized execution and asynchronous I/O for lightning-fast data processing. With support for large-scale tabular batch data, Daft optimizes your workflows, ensuring you can tackle even the most demanding computer vision projects with ease.

Multimodal Data Processing Made Easy

Daft's powerful type system and Expressions API unlock the ability to seamlessly handle multimodal data, including images, videos, and sensor data. This versatility empowers you to build comprehensive computer vision solutions that leverage the full breadth of your data sources.

Seamless Integration with Essential Tools

Daft integrates with popular Python libraries such as PyTorch and Ray, enabling zero-copy integrations and allowing you to request GPUs as a resource for running your models. This tight integration ensures a smooth and efficient workflow, maximizing your productivity.

Streamlined Workflow Automation

Daft's framework for ETL, analytics, and ML/AI provides a familiar Python DataFrame API, simplifying the process of data ingestion, transformation, and model deployment. With built-in support for User-Defined Functions (UDFs), you can easily implement complex operations on your data, further automating your workflows.

Scalable and Distributed Computing

Daft's lightweight multithreaded backend allows it to scale to run out-of-core on a distributed cluster, ensuring your computer vision projects can handle even the most demanding workloads. Whether you're processing terabytes of data or training large-scale models, Daft has you covered.

Unlock the Full Potential of Your Computer Vision Workflows with Daft

Daft is the ultimate AI-powered data warehouse for computer vision, empowering you to achieve unprecedented levels of efficiency, flexibility, and scalability. By seamlessly integrating with your existing tools and workflows, Daft enables you to unlock the full potential of your data and drive your computer vision initiatives to new heights.