Bringing Balance to Hand Shape Classification: Mitigating Data Imbalance Through Generative Models

Gaston Gustavo Rios, Pedro Dal Bianco, Franco Ronchetti +4

Most sign language handshape datasets are severely limited and unbalanced, posing significant challenges to effective model training. In this paper, we explore the effectiveness of…