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Artificial Intelligence for Pixelation of Renders in Architectural Design Using Quantum Computers

Abstract:
The archive explores the intersection of Artificial Intelligence (AI) and quantum computing in architectural design, specifically in the pixelation of renderings. AI, through convolutional neural networks, improves the accuracy and speed of architectural visualization, enabling realistic details and advanced environmental simulations. Quantum computing, meanwhile, offers unprecedented processing power, facilitating complex calculations and optimizing sustainable designs. Although promising, this integration faces challenges such as public skepticism, accessibility, a shortage of skilled labor, and high costs. The future points to closer collaboration between AI and quantum com puting, which could democratize advanced tools and foster innovations in diverse sectors, including architecture.