Project title


Submitted to:

  • Dr. Shridhar Swaminathan

Submitted By:

  1. Abhishank Kushwaha
  2. Garima Gogia
  3. Archi Shrivastava
  4. Neha Raisinghani
  5. Poornima Sankar

Project Description

Our project presents an overview of video enhancement using a single image super-resolution with four different imaging techniques namely Super-Resolution Convolutional Neural Network(SRCNN), Fast Super-Resolution Convolutional Neural Network(FSRCNN), Super-Resolution Generative Adversarial Networks (SRGAN) and Fast Super-Resolution Generative Adversarial Networks(FSRGAN). Experiment analysis on these models is conducted by providing different types of input videos like a music video, sports video, surveillance video, etc, and analyses the results on each type of input.

Project Poster

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