Top 3 Face Datasets and How to Work with Them

An image dataset contains specially selected digital images intended to help train, test, and evaluate an artificial intelligence (AI) or machine learning (ML) algorithm, usually a computer vision algorithm. A face dataset is a type of image dataset that includes images of curated human faces, typically for an ML project. There are several publicly available face datasets that you can leverage instead of collecting your own training data. Managing and optimizing datasets for machine learning is one of the crucial stages in a machine learning operations (MLOps) pipeline. Face datasets usually include faces in varying positions and lighting conditions, showing a full range of human emotions, ethnicities, ages, and additional characteristics.