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It is a deep learning model used to restore and enhance faces in old photos and historical artworks. It leverages a pre-trained face GAN to provide realistic and faithful details that may have been lost due to aging or damage.

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TrixiePhany/GAN-HistoricalArt-Restoration

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GAN Based Histroical Art and Potraits Restoration

Hi ๐Ÿ‘‹, My name is Trixie

Welcome to another AI-ML Project It is a deep learning model used to restore and enhance faces in old photos and historical artworks. It leverages a pre-trained face GAN to provide realistic and faithful details that may have been lost due to aging or damage. It was mostly built for my Final Year Project, so I kept it short and sweet. I'll give you a little preview of the work the models have done below :

Screenshot 2025-09-17 at 2 31 29โ€ฏAM

My Google Collab Files has all the comments and pre-definition you need, while you scroll my Code. I have tried to give as much as comments and captions i could in the entire project so that you dont have to go through my ReadME file separately! Thank you for your time

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It is a deep learning model used to restore and enhance faces in old photos and historical artworks. It leverages a pre-trained face GAN to provide realistic and faithful details that may have been lost due to aging or damage.

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