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Feb 13, 2026

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Stop wasting 95% of your data labeling budget. Voxel51's technical workshop on Feb. 18 shows how to build feedback-driven annotation pipelines that eliminate over-labeling — saving time and money while improving model performance. Join the workshop and learn: How to use zero-shot selection and embeddings for maximum cost savings, QA workflows to review specific objects and fix errors fast, How to implement dedicated test sets to catch label drift early, Debugging with embeddings to visualize the clusters confusing your model. Register now.

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