Lightly

Lightly addresses a critical challenge faced by machine learning teams: efficiently labeling data. When these teams outsource data labeling to services like Scale AI, budgetary constraints often limit them to labeling only a small fraction (typically 1% or less) of their total datasets. Lightly provides a solution by enabling these teams to strategically select the most impactful 1% of their data for labeling. By focusing on the most representative data points, Lightly helps improve model accuracy significantly, all while maintaining the same labeling budget. This targeted approach ensures that machine learning models are trained on the most relevant data, leading to better performance and more efficient use of resources.