How To Build a Super Resolution GAN Demo in Lightning AI

Lightning AI’s three-part series explains how researchers can make deep learning work more accessible through interactive applications rather than relying solely on code repositories, scripts, and notebooks. Part 1 introduces Lightning Apps and demonstrates building a Super Resolution GAN demo, while Part 2 focuses on deploying that app to the cloud, where it can be shared with others and use additional GPU resources for training. The series presents Lightning as a free, open-source framework intended to reduce infrastructure complexity and make research demonstrations easier to build, deploy, and collaborate around.

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