AI technology enables local image and video upscaling

AI-driven image upscaling technology is evolving to provide more realistic detail compared to traditional interpolation methods. While older resizing techniques often result in blurry or waxy textures by simply averaging nearby pixels, modern AI models analyze images to predict and reconstruct plausible details such as hair, fabric, and foliage.

Newer tools like Upscal offer local, AI-powered super-resolution processing for both images and videos. Unlike many cloud-based alternatives, this software processes media directly on the user's device—supporting Windows, macOS, iPhone, and iPad—which eliminates the need for subscriptions, account creation, or uploading personal files to remote servers. This local approach is designed to assist with tasks such as restoring old photographs, preparing high-resolution assets for printing, and cleaning up creator footage while maintaining user privacy.