AWS recently announced Amazon S3 Annotations, a feature that lets teams attach rich, searchable context such as summaries, ...

Nuance and Judgement are Needed for an AI Resilient Enterprise. While multi-modal AI can ingest vast amounts of data, it ...

Automation reduces costs, but human oversight protects quality, trust, and brand reputation. Why the highest-performing teams are redesigning human input, not eliminating it.

Runs on Python 3.9 to 3.14 on Windows, Linux and MacOS. We recommend Python 3.10 for the best compatibility with plugins such as SAM autolabeling. Run python example_coco.py and open the printed URL ...

Abstract: Ensuring fairness in computer vision models is critical for their ethical deployment in real-world applications. However, these models often learn spurious correlations between sensitive ...

Abstract: Face recognition (FR) systems have a growing effect on critical decision-making processes. Recent works have shown that FR solutions show strong performance differences based on the user’s ...

We providing 65.3 Mio demographic and non-demographic attribute annotations of 41 different attributes for five popular DeepFake datasets, Celeb-DF, DeepFakeDetection (DFD), FaceForensics++ (FF++), ...

Every AI model depends on labeled data. Data annotation is the process of tagging images, text, audio, or video so that ...

The intelligent training data service market is expanding rapidly driven by growing AI use, demand for high-quality annotated ...

Google's new Category and Sale Duration structured data properties help merchants rank better information in the search ...

For more than three decades, researchers studying genomes have relied on foundational resources such as Repbase and, more ...