Render Enhancer AI is mnml.ai's key technology to solve the industry pain points. It enhances the 1080p preview images generated by real-time rendering software such as Lumion and Enscape to 8K professional publication-level quality through super-resolution reconstruction technology. The technology is based on the iterative optimization algorithm of the adversarial generative network, and the quality breakthrough is achieved through the following mechanisms:
- Detail Reconstruction Module: Intelligently recognizes and reconstructs blurred material details and edge contours in the rendered image.
- Noise Suppression System: Automatically removes lighting noise and color breaks common to real-time rendering
- Physical Correction Engine: Completes global lighting and reflection details based on real optical patterns.
Actual test data shows that under the premise of maintaining the original design intent, this feature can shorten the V-Ray rendering time from an average of 6 hours to 15 minutes (quickly outputting a low-resolution preview before using AI enhancement), while image quality scores are improved by 78.51 TP3T. After a large design institute adopted this workflow, quarterly project deliveries were boosted by 3,201 TP3T, which significantly reduced the Hardware investment costs were significantly reduced.
This answer comes from the articlemnml.ai: AI rendering tools for architecture and interior designThe
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