Fake vs Reak identification

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This lecture delves into the intricacies of AI-generated imagery, highlighting the remarkable capability of AI to generate authentic-looking faces and the associated risks such as identity theft and deepfakes. It will explore a detection system's design aimed at accurately differentiating between real and fake images, employing public datasets and image augmentation techniques. Through the development and comparison of models like CNN and ResNet50, a comprehensive understanding of AI's role...