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README.md

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#### Based on PyTorch, Install [Here](https://pytorch.org/get-started/locally/)
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Exploring the forefront of generative AI to enhance video quality through advanced spatio-temporal fusion techniques by Upscaling and Frame-Interpolation.
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This is an Approach leveraging Auto-Encoders, LSTM Networks and Maximum Entropy Principle.
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Exploring the forefront of generative AI to enhance video quality through advanced spatio-temporal fusion techniques by Upscaling and Frame-Interpolation, leveraging Auto-Encoders, LSTM Networks and Maximum Entropy Principle.
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## Introduction
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Developing a novel approach to video super-resolution by harnessing the potential of Auto-Encoders, LSTM Networks, and the Maximum Entropy Principle. The project aims to refine the spatial and temporal resolution of video data, unlocking new possibilities in high-resolution, high-fps, more-color-dense videos and beyond.

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