Open AccessSmart System to Detect Adult Content and Child Pornography on Web
Author(s) -
Shubham Kumar
Publication year - 2021
Publication title -
international journal for research in applied science and engineering technology
Language(s) - English
Resource type - Journals
ISSN - 2321-9653
DOI - 10.22214/ijraset.2021.38256
Subject(s) - computer science , the internet , task (project management) , pipeline (software) , web page , heading (navigation) , internet privacy , world wide web , pornography , web content , multimedia , block (permutation group theory) , psychology , engineering , geometry , mathematics , systems engineering , psychoanalysis , programming language , aerospace engineering
Adult contents on the internet is very common today but it has become a serious concern now because of many reasons such as the proliferation of free to view adult websites has made it easier for individuals of any age to gain access to explicit content. Children increasingly use mobile devices such as smartphones to access the internet and these adult content can have bad impact on their mind. Excessive exposure to these contents can lead to addiction which can have very adverse effect on their mind and their heath.so i came up with an idea to reduce this activity on internet saving people and childrens in particular. In this paper we will discuss a pipeline of a system developed which consists of three modules. The first one is scanning the heading and subheading of the web page to identify if the page is toxic or not. For this task we have used the SOTA model. The second module finds if the page contains a video and identifies it as adult video or not through video caption. we have used LSTM[1] network for this classification task and the last module is CV module which is the most important part of the project. It is an age detection module which detects the age of the people inside the video. The objective was to block the video if the age of any people doing activity exceeds 18. These modules when passed to the pipeline will forbid internet users to watch any kind of adult content specifically which involves a child. It's important to stop this because this has a very negative impact on our society and it is ruining our culture. Index Terms: Deep Learning, Natural Language Processing, Computer vision, Transformers, LSTM