Violence Detection Using Hadoop

Project Title

Violence Detection Using Hadoop

Project Area of Specialization Software EngineeringProject Summary

Through this project the user will be able to "DETECT FIGHT" from the provided video.sfd

We will provide a user interface through which the user will upload a video which will be stored in the Hadoop File System and when the user wants to detect fight from that video the user will select the video from Hadoop File System through the same UI and then Hadoop will run the task of detecting fight (with the help of Cascade Classifier which will be responsible for detection of fight from that video) in parallel manner.

Project Objectives

Objectives of this project is to reduce violence in the society , reduce mankind work and take actions as per situation by clearly identifying the situation.

Project Implementation Method

Project can be implemented in 2 ways:

First Way: We can implement this project in a way that it will only work for the pre defined videos which the user will select that in which of the videos user wants to detect fight (No Real Time Implementation).

Second Way: We can implement this project in a way that it will only work for the Real time videos, so for this purpose we have to implement the cameras and start detecting the fight from the footage on the spot(Real Time Implementation).

Benefits of the Project

Benefits of the project are:

1) To reduce time

2) To reduce effort

3) To detect fight accurately without more concentration

4) To detect fight in a very less time

5) To reduce violence

6) Security Purpose

Technical Details of Final Deliverable

The system is going to detect the fight accurately , yes we can say that more accurately than a human can.

Final Deliverable of the Project HW/SW integrated systemCore Industry SecurityOther Industries Legal , Transportation Core Technology OthersOther TechnologiesSustainable Development Goals Decent Work and Economic Growth, Sustainable Cities and CommunitiesRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	70000
CCTV	Equipment	1	6000	6000
Laptops	Equipment	2	30000	60000
Graphic Card	Equipment	1	4000	4000