利用虚幻引擎实现虚拟现实中的神经网络可视化

M. Bock, A. Schreiber
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引用次数: 12

摘要

如今,许多应用程序都使用深度学习来提供智能行为。理解和解释深度学习模型如何做出某些决定可能很难,或者完全不透明。提出了一种卷积神经网络在虚拟现实(VR)中的可视化方法。交互式应用程序显示内部流程,并允许检查结果。大型网络可以通过特殊的渲染技术实时可视化。
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Visualization of neural networks in virtual reality using Unreal Engine
Many applications today use deep learning to provide intelligent behavior. To understand and explain how deep learning models come to certain decisions can be hard or completely in-transparent. We propose a visualization of convolutional neural networks in Virtual Reality (VR). The interactive application shows the internal processes and allows to inspect the results. Large networks can be visualized in real-time with special rendering techniques.
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