we build here upon a previous piece, where our emphasis revolved around the strict organization of floor plans and their generation, using Artificial intelligence, and more specifically Generative Adversarial Neural Networks (GANs). As we refine our ability to generate floor plans, we raise the question of the bias intrinsic to our models and offer here to extend our study beyond the simple imperative of organization. We investigate architectural style learning, by training and tuning an array of models on specific styles: Baroque, Row House, Victorian Suburban House, & Manhattan Unit.
Beyond the simple gimmick of each style, our study reveals the deeper meaning of stylistic: more than its mere cultural significance, style carries a fundamental set of functional rules that defines a clear mechanic of space and controls the internal organization of the plan. In this new article,we will try to evidence the profound impact of architectural style on the composition of floor plans.
۰۰ [توسط مترجم] [مهندسی کامپیوتر]
تخاصمی
۰۰ [توسط مترجم] [حقوق]
تفتیش عقاید
۰۰ [توسط مترجم] [... عمومی ...]
دشمنانه
۰۰ [توسط مترجم] [مهندسی کامپیوتر]
متخاصم
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