auto-labeling
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Roboflow
Roboflow is a computer vision platform that gives developers and enterprises everything needed to go from raw images and video to production vision applications - dataset management, AI-assisted annotation, hosted training, low-code Workflows, and deployment to the cloud or the edge. Founded in 2019 by Joseph Nelson and Brad Dwyer, it is used by over a million developers and more than half of the Fortune 100, and maintains widely adopted open-source tools including Inference, supervision, Autodistill, and the state-of-the-art RF-DETR detection model.
Stardust AI
Stardust AI is a San Francisco-founded, data-centric AI company that helps enterprises turn raw, messy, multimodal data into the high-quality datasets that machine-learning models actually need. Through its Rosetta auto-labeling platform, its MorningStar data engine and its COSMO dataset offerings, Stardust annotates and manages 2D/3D/4D data spanning images, video, point clouds, audio and text - with heavy expertise in autonomous driving and large language models. The company works with names like SAIC Motor, BYD, Geely, Bosch, ZF, Xiaomi and JD.com, and pitches a simple thesis for the AI era: whoever controls the data controls the model.