Insights

Data Diaries

Between Pixels and Patterns – A Day in the Segmentation Studio

From heels to hoodies, Rafa helps bring fashion into AR with pixel-perfect precision. See how digital tailoring defines the future of virtual style one mask at a time.

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Data Diaries

From Construction Zones to Clean Labels - A Day in My Annotation Loop

A behind-the-scenes look at a day in the life of a data annotation expert turning oil rig images into precise, AI-ready datasets one bounding box at a time.

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Lab Notes

Scaling Annotation Teams: Quality Control Across Borders

How LexData Labs Builds Global Annotation Pipelines Without Compromising Accuracy

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Lab Notes

The Hidden Cost of Dirty Data

Explore how poor-quality data increases costs, reduces accuracy, and stalls AI progress.

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Lab Notes

Building Datasets for Autonomous Systems

Why edge cases, sensor fusion, and expert feedback are critical for safe autonomy

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Lab Notes

How Human-in-the-Loop AI Improves Model Accuracy

Discover how combining machine speed with expert oversight drives better AI performance.

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