Topaz Labs makes enhancement software for photographers and video editors, covering noise reduction, sharpening and upscaling, and is one of the longest-established names applying deep learning to image quality rather than image generation.
Enhancement is a different discipline from generation and a more consistently useful one for professionals. The recurring problems, a shot that is noisy because the light was poor, slightly soft focus, footage that needs to be delivered at a higher resolution than it was captured, are ordinary production realities, and Topaz's tools are widely used precisely because they handle them well enough for paid work.
Pricing runs roughly nine to twenty-eight dollars monthly with a trial. Two honest notes: enhancement reconstructs plausible detail rather than recovering what was never captured, so it is unsuitable where evidential accuracy matters, and processing is computationally heavy enough that a capable machine makes a real difference.
