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Method for Neural Network Detecting Changed Images of People's Faces Using CNN
(2024) Мазурець, Олександр Вікторович; Pokhytun, A.; Mazurets, O.; Molchanova, M; Tyschenko, O.
Method for detecting altered human face images using neural network technologies was proposed to process the input data, which is represented by a training set of face images for the training stage, a test set of images for verification, and a working face image for classification. The method includes the steps of training and evaluating the neural network using the training set of face images, as well as the process of detecting changes in the working face image. The created method for detecting modified images of human faces is designed to transform the input data in the form of a dataset of modified images of human faces and working images for classification into output data with the conclusion whether the photo is modified, as well as the types of modifications used.