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Image Enhancer
Removes blur effect from images and make them sharp
Created on 9th May 2020
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Image Enhancer
Removes blur effect from images and make them sharp
The problem Image Enhancer solves
In Machine and Deep learning, when working with images the quality of dataset matters a lot. When one downloads images from google using scripts, image becomes blur, thus reducing datasets quality. So, we have created a model which will minimize blur effect in images for better usage.
Challenges we ran into
Choosing the activation function was a tricky task as it was not a classification problem.
Optimum number of network layers was another.
GPU access and training takes a lot of time so have to be accurate for best performance
Memory availability
Technologies used
Discussion
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