Lightly alternatives
Lightly is an open-source tool designed to analyze and improve dataset quality and diversity. It offers comprehensive insights into data distribution, biases, and gaps, helping users select optimal samples for training models efficiently. The software supports dataset management, automated labeling, and version tracking, enabling streamlined data preparation for machine learning projects.