Smart surveillance System
Crime rate in Karachi is increasing day by day. In last few months Karachi?s crime rate has been hit record time high. Most of the crimes were done using a weapon i.e. handgun. So we are coming with a solution, with CCTV Surveillance System which will detect weapons using Machine Learning on the bas
2025-06-28 16:29:24 - Adil Khan
Smart surveillance System
Project Area of Specialization Artificial IntelligenceProject SummaryCrime rate in Karachi is increasing day by day. In last few months Karachi’s crime rate has been hit record time high. Most of the crimes were done using a weapon i.e. handgun. So we are coming with a solution, with CCTV Surveillance System which will detect weapons using Machine Learning on the basis of human posture. With this project, response time of authorities can become very less and they can respond to the incident more quickly as compared to emergency calls that has been made to 15 or any other helpline.
Project ObjectivesBy the end of this project, we would achieve the following points:
- ·To have safe public environment.
- ·A decrease in rate of crime.
- ·Actions could be taken on the spot.
- ·Snatchers/Robbers could be identified by the frame.
- ·To protect our environment from ruining to these snatchings.
The proposed Methadology of system is:
We first input a video on a gallery set which will convert it into frame to get the images and then it will be more easier to detect the object after the object is been identified. We move forward to detect frame, Training data and classsification to detect gun and make recognition possible and accurate in the uncooperative setting of experimentation. Get location of the spot and send alert signs to database.
Benefits of the Project- On time alert would be forwarded to authorities.
- Criminals would be identified with the help of Snapshots taken by the camera.
- Crime rate will fall as the advances in technology.
- Researchers can analyze the data and mark hotspot for gun crimes.
- Response would be reduced, as compared to 15 helpline.
At the end we’ll achieve a smart surveillance system which will detect weapon on the basis of human posture, after detecting weapon it will send an alert to the responder, an automatic alert would be sent to the responder. Automatic alert would reduce the response time. By the end of this project we would achieve a safe environment in public atmosphere.
Final Deliverable of the Project HW/SW integrated systemCore Industry SecurityOther Industries IT Core Technology Artificial Intelligence(AI)Other Technologies OthersSustainable Development Goals Sustainable Cities and Communities, Peace and Justice Strong InstitutionsRequired Resources| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Total in (Rs) | 80000 | |||
| Camera | Equipment | 1 | 70000 | 70000 |
| Report Printing | Miscellaneous | 1 | 10000 | 10000 |