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Image Enhancer

Removes blur effect from images and make them sharp

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Built at Ami-Hacks

Created on 9th May 2020

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Image Enhancer

Removes blur effect from images and make them sharp

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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

TensorFlow

Python

Convolutional neural network (CNN)

Discussion

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