What does 'Image Upscaling' mean?

Image upscaling in AI art generators refers to the process of enhancing the resolution and visual quality of images using artificial intelligence. This feature utilizes deep learning models, such as convolutional neural networks (CNNs) and generative adversarial networks (GANs), to intelligently reconstruct details, sharpen edges, and reduce pixelation in low-resolution images. Unlike traditional upscaling methods, AI-driven upscaling analyzes patterns, textures, and structures to generate high-quality, realistic enhancements. It is particularly useful in digital art, photography, and design, allowing artists and creators to refine their work without loss of detail. By optimizing resolution while preserving artistic integrity, AI-powered image upscaling enhances creative outputs with minimal manual effort.