This document describes the development of a web-based application for annotating high resolution cervical cancer images. The application allows users to provide both textual and graphical annotations on cervical images. Graphical annotations are made by encircling regions of interest using an ellipse annotation tool. The annotations are stored in a MySQL database and can be used to conduct more precise image-based searches of the cervical image databases. The application was designed to enhance indexing, storage, and retrieval of cervical images for research and educational purposes.