Image Labeling Challenges

Marwa discusses the challenges of working with a limited dataset of 500 labeled images, highlighting the use of data augmentation techniques like face cropping and background variations. She explains the importance of feature engineering, focusing on appearance features and the use of histograms of oriented gradients (HOGs) for classification.