Haydeé Barrientos Toledo on Muck Rack

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Annotix: An Integrated Desktop Platform for Multi-Modal Data Annotation, Collaborative Labeling, and End-to-End Machine Learning Training

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By Nicolas Quezada, Vanessa Hernandez, Haydeé Barrientos Toledo
| preprints.org
You are already at the latest version The preparation of annotated datasets remains a critical bottleneck in the machine learning (ML) pipeline. Existing tools are fragmented across cloud-hosted services, self-hosted web applications, and lightweight desktop tools—none simultaneously ad-dressing diverse annotation modalities, offline-first operation, integrated training, and serverless collaboration.
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