This workshop teaches deep learning techniques to design, train, and deploy neural networks for digital content creation through a series of hands-on exercises. You will work with widely-used deep learning tools, frameworks, and workflows to perform neural network training on a fully-configured, GPU-accelerated workstation in the cloud. The workshop teaches techniques for training a generative adversarial network (GAN) to generate images, convert text to images, and create analogous images from one theme to another. At the end of the workshop, you will be able to start creating digital assets using deep learning methods.
Deep Learning for Digital Content Creation with GANs
Basic familiarity with deep learning concepts, such as convolutional neural networks (CNNs); experience programming in Python.
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