Suspect detection and tracking through image processing

Project Title

Suspect detection and tracking through image processing

Project Area of Specialization Artificial IntelligenceProject Summary

Security systems at entrance of majority of offices, building, institutes etc. are manual and guards are deployed to check the identification of visiting people. Sometimes it gets hard for them to check the identities of all in rush hours. So, the chances of penetration by unauthorized people is high during these hours. Moreover, penetration using other means is also possible. To overcome these security lapses, a system is required which will help the security staff to identify and capture the intruder.

It is a real-time system which can identify the people in the pictures taken by cameras, having the ability to track and report such persons or suspects to security staff using android app.

Project Objectives

Main objectives of our project are:

• Face Detection
• Face  Recognition
• Identification of suspect
• Tracking the suspect
• Real-time streaming of suspect on web app.
• Maintaining database.
• Identification of weapons.

Project Implementation Method

• The area will be continuously monitored through cameras
• Database will be maintained.
• If the picture of person doesn’t match with our database or weapon is detected, then the person will be considered as suspect.
• The cameras will track the suspect and his/her movement will be reported.
• When the range of one camera ends it will signal the next one to track the suspect and this process continues.
•  We also design and implement android app or web app for live streaming of suspect.
• All activities of suspect will be monitored from main central office.

We use different algoritthms for face detection,recognition and weapon detection and if person is considered as suspect then we track this person using cameras and end user will watch all these things on LED through web app.

Benefits of the Project

We can use this project in many sensitive areas like:

• Forces areas like Pak Navy, Army, Airforce
• Offices
• Educational institutes
• To protect sensitive areas.

Technical Details of Final Deliverable

Final Deliverable of the Project HW/SW integrated systemCore Industry SecurityOther IndustriesCore Technology Artificial Intelligence(AI)Other TechnologiesSustainable Development Goals No Poverty, Industry, Innovation and InfrastructureRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	43900
Cameras	Equipment	3	8250	24750
FPGA Board for Processing	Equipment	1	8750	8750
Micro controller or Raspberry pi	Equipment	1	10400	10400