Labelbox

Labelbox is a data-centric platform focused on annotation, cataloging, and model evaluation for computer vision teams. It excels at large-scale labeling workflows and quality assurance but requires additional services or integrations for training and edge deployment. Compared with Roboflow, Labelbox offers deeper annotation tooling yet lacks the same one-click hosted training plus open-source inference server combination that lets users move from labels to running models on devices in minutes.