Roboflow Inc. explains that on-premise computer vision keeps inference local, with production images processed on hardware inside the facility, which can keep sensitive data local, remove network roun…
Roboflow explains that a unified namespace (UNS) is a single hierarchical data model, typically carried over MQTT, where every system in a plant publishes its current state once and consumers subscrib…
Roboflow's AI1 Camera turns production line cameras into real-time inspection systems by combining an RF-DETR detection model, Roboflow Workflows, and edge inference. A bottle inspection pipeline buil…
Roboflow released a tutorial demonstrating how to build a real-time process monitoring pipeline using RF-DETR for object detection, ByteTrack for tracking, and custom counting logic within Roboflow Wo…
Roboflow released a tutorial demonstrating how to automate steel surface defect inspection using an RF-DETR Small model and a Roboflow Workflow that sorts images into pass, review, or fail categories.…
Roboflow's self-hosted inference server caches workflow definitions and model weights independently, causing stale results when users update workflows without clearing the cache. The server caches the…
Anthropic's Claude Fable 5, its most capable model, is now available on the Roboflow platform for integration into production pipelines without API wiring. In Roboflow's Vision Evals, Fable 5 achieved…
Medical device recalls hit a four-year high in 2024 with 1,059 events recorded in the US, and roughly 25% trace back to mislabeling of batch numbers and expiry dates on packaging. A new vision AI pipe…
Google's Gemini models can analyze images, video, and documents without task-specific training, performing tasks like reading product labels, counting objects, and extracting fields from a well-writte…
Clarifai, recently acquired by Nebius, now offers a migration path for users to transfer their datasets to Roboflow, a computer vision platform used by over 1 million developers. The process involves …