iSiddharth20/Generative-AI-Based-Spatio-Temporal-Fusion
A Novel Approach leveraging Auto-Encoders, LSTM Networks and Maximum Entropy Principle for Video Super-Resolution (Upscaling and Frame Interpolation)
This tool helps you enhance the quality of your videos by increasing both their frame rate and resolution. It takes a sequence of lower-quality, grayscale video frames, some with corresponding color versions, and outputs a high-resolution, smoothly interpolated, and fully colorized video. This is ideal for professionals working with older footage, scientific imaging, or surveillance videos who need clearer visual details and fluid motion.
Use this if you need to transform low-resolution, grayscale video segments into high-fidelity, colorized, and smoothly animated footage.
Not ideal if you need real-time video processing or are working with already high-quality, color videos.
Stars
14
Forks
4
Language
Python
License
MIT
Category
Last pushed
Oct 30, 2025
Commits (30d)
0
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