DreamClear is a deep learning model focused on high-capacity real-world image repair, offering efficient solutions for image super-resolution and restoration through privacy-safe data management technologies. Introduced at NeurIPS 2024, its main advantages include high-capacity processing, privacy protection, and efficiency in practical applications. Background information indicates that it is an improvement upon prior works, providing multiple pre-trained models and code for use by researchers and developers. The product is free and caters to the image processing needs of both research and industry.