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Blurring Background using Image Segmentation

This repo contains the code to blur any image background using image segmentation Techniques. Here we are using some of the popular Image segmentation techniques to achieve highest accuracy.

Note: The project is not completed yet and final version will be released soon.

Algorithms

Algorithm Training Accuracy Validation Accuracy Test Accuracy
SegNet 98.36 94.16 97.15
UNet NA NA NA
PSPNet NA NA NA
DeepLab NA NA NA
Image Segmentation(custom model) NA NA NA

Dataset

The dataset we used contains 2667 images of person and their respective segmentation mask.
SOURCE

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Blurring the background of an Image using Image Segmentation Algorithms.

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