Launch: Process data directly from Wasabi, Backblaze B2, Cloudflare R2, and more
Blog post from Roboflow
Roboflow's Batch Processing now integrates with a wide array of S3-compatible storage providers, including Wasabi, Backblaze, and Cloudflare R2, enabling users to process extensive datasets of images and videos directly from these services. This integration allows for the application of visual intelligence to large cloud-stored datasets while reducing infrastructure management complexity and optimizing inference costs. By handling the complexities of setting up and managing inference environments, Batch Processing is particularly suited for asynchronous use cases involving large volumes of visual data. It previously supported platforms like Google Cloud, Amazon AWS, and Microsoft Azure, but now extends to numerous other providers, simplifying testing and deployment of vision applications without the need to transfer data across different services. Users can initiate batch jobs via the Roboflow app or Command Line Interface (CLI), which is particularly useful for integrating into automated pipelines, allowing robust vision applications to be built and scaled efficiently, regardless of the data's storage location.