Dashcam Labeling
In a recent project focused on generating high-quality training data for an autonomous driving AI, I was responsible for the detailed annotation of a 5,000-image dataset over a two-month period. My specific task was to perform precise bounding box annotation, accurately identifying and labeling all instances of 'persons' and 'vehicles'. To ensure the highest data integrity, I strictly adhered to comprehensive project guidelines, which demanded exceptional accuracy, consistency across the entire dataset, and pixel-perfect tightness for every bounding box to meet rigorous quality assurance standards for the machine learning model.