Tux Machines

Machine Learning in Linux: Old Photo Restoration

Posted by Rianne Schestowitz on Mar 03, 2023

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With the availability of huge amounts of data for research and powerful machines to run your code on with distributed cloud computing and parallelism across GPU cores, Deep Learning has helped to create self-driving cars, intelligent voice assistants, pioneer medical advancements, machine translation, and much more. Deep Learning has become an indispensable tool for countless industries.

Old Photo Restoration is a project that uses deep learning to restore old photos via deep latent space translation. This research project lets you restore old photos that suffer from severe degradation through a deep learning approach. It uses a novel triplet domain translation network by leveraging real photos along with massive synthetic image pairs.

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