
Augmenting Datasets for Rare Object Classes: A Practical Guide
The quality and diversity of training data affect the performance and reliability of AI models and computer vision tasks. We will review methodologies and state-of-the-art tools to enrich datasets with rare or smaller classes. These methodologies integrate information from various sources to identify strategic approaches to data collection, the importance