Surveillance System for Real-Time High-Precision Recognition of Criminal Faces From Wild Videos
Objective
The main objective of this project is to develop a surveillance system capable of real-time high-precision recognition of criminal faces, enhancing law enforcement efforts in identifying and tracking individuals of interest for public safety and security
Abstract
The "Surveillance System for Real-Time High-Precision Recognition of Criminal Faces From Wild Videos" project introduces an innovative approach to enhance public safety by utilizing advanced technologies. This system, built around a Raspberry Pi at its core, leverages high-resolution cameras for capture and integrates GPS for location tracking. It is designed to process detects faces and employs sophisticated facial recognition algorithms for the identification of criminal faces. When unauthorized individuals are detected, the system responds by activating a buzzer to alert nearby personnel and simultaneously sends a notification to the relevant authorities via a GSM module. The collected data is securely uploaded to a server, providing a comprehensive record of incidents. This integrated system represents a crucial step towards improving security and aiding law enforcement agencies in promptly identifying and responding to criminal activities, thereby enhancing public safety and security.
Keywords: Raspberry PI, CAM, GPS, GSM, Motor Driver, Buzzzer
NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.
Block Diagram
Specifications
Hardware Components:
- Raspberry PI
- CAM
- GPS
- Buzzer
- GSM
Software Components:
- Raspbian OS
- Python
Learning Outcomes
- Raspberry pin diagram and architecture
- How to install Raspbian OS
- Setting up and installation procedure for Raspberry
- Introduction to Raspberry
- Basic coding in Raspberry
- Working of power supply
- About Project Development Life Cycle:
- Planning and Requirement Gathering (software’s, Tools, Hardware components, etc.,)
- Schematic preparation
- Code development and debugging
- Hardware development and debugging
- Development of the Project and Output testing
- Practical exposure to:
- Hardware and software tools.
- Solution providing for real time problems.
- Working with team/ individual.
- Work on Creative ideas.
- Project development Skills
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
Paper Publishing
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Disclaimer - Takeoff Edu Group Projects are not associated or affiliated with IEEE in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, not projects of or by IEEE.
