4kupscaler

4KUpScaler is an AI-powered web platform that upscales, restores, and refines images and videos to 4K quality quickly and easily, targeting photographers, designers, and content creators. It addresses the need for accessible, high-quality visual enhancement tools by using hybrid models combining super-resolution networks with targeted denoising and semantic-aware background handling to preserve natural detail, texture, and color fidelity. The platform operates as a web service, optimizing for fast previews, clear feedback, and secure processing, with ongoing improvements based on user feedback focusing on batch processing, control presets, and mobile support.