Data Annotation Projects
Data Annotation Projects
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A showcase of practical data labeling and annotation projects completed across different modalities. Below, projects are structured to demonstrate strict guideline compliance, spatial precision, and production-ready exports for machine learning models.
Image Annotation: 2D Bounding Boxes
Image Annotation: 2D Bounding Boxes
Urban Traffic Multi-Class Object Detection
Urban Traffic Multi-Class Object Detection
Project Requirements:
Project Requirements:
Bounding box annotation across 6 vehicle classes: car, bus, truck, motorcycle, tuk-tuk, and bicycle.
High boundary precision: tight box alignment touching outer edges and road-tire contact points
Unified rider convention: single bounding envelope enclosing both rider and bike/motorcycle chassis.
Distance threshold: exclude distant or unrecognizable background vehicles under 20×20 px.
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