Image Resolution Enhancer using Deep Learning

The Implications of AI Photo Enhancers in Facial Plastic and Reconstructive Surgery

“…Through neural networks and deep learning algorithms, generative AI is trained through a process called backpropagation which involves the use of massive datasets of labeled and unlabeled images to identify patterns and generate original images through analysis of those patterns 1 . After the neural networks have been trained, they can be used to enhance, augment, or create entirely new images 2 …”

“…1 After the neural networks have been trained, they can be used to enhance, augment, or create entirely new images. 2 In recent years, there has been growing concern regarding the societal implications of AI photo enhancers and photo generators inadvertently learning based on biases in beauty standards. 3 User feedback and preferences can influence the AI model's behavior, leading to neural networks that further perpetuate discriminatory practices in technology.…”