Detection and Blurring Bloodstained Violence Scene by Convolutional Neural Network-Based Model for Media Platforms

The problem was to build a model that can detect blood related violence and blur them during posting images on social media related platform. These figures shows the input and output of the model.

This figure shows a demo social media website where the built model was deployed. In this figure, a user uploaded a violence image which contain blood related violence and the model blur the violence scenes before uploading it to the website.

You can find the dataset here: https://drive.google.com/drive/folders/1-6Q7jmdAqKK-FY31Q6fJacBKem9dn3_N

For more details pls read the article: https://link.springer.com/article/10.1007/s42979-024-03198-1

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