This dataset consists of a small collection of real-time human face images and google source based human facial images captured in diverse environments and under varying lighting conditions. The dataset aims to provide a comprehensive resource for research in facial recognition, computer vision, and machine learning applications. The images include faces of individuals from different age groups, genders, and ethnicities, offering a varied representation of human features.