The dataset features a diverse range of images capturing female and male individuals from various backgrounds, age groups, and ethnicities. This diversity ensures that the dataset is robust and can support the development of models that are accurate and generalizable across different populations. The images are high-quality and varied, providing a solid foundation for creating reliable gender detection systems. This dataset is ideal for researchers and developers working on improving gender classification technologies in various applications.