Unusual Human Activity in Real Time Environment

Our system proposed is consisted of following parts Research and Literature review Training Testing and Validations In the first part, the system is trained using training technique and algorithms. Afterwards this trained model distinguishes the susp

Project Title

Unusual Human Activity in Real Time Environment

Project Area of Specialization

Artificial Intelligence

Project Summary

• Due to exponential increase in crime rate, surveillance systems are being put up in malls, stations, schools, airports etc.
• With the videos being captured 24x7 from these cameras, it is difficult to manually monitor them to detect suspicious activities. So, there is a great demand for intelligent surveillance system.
• The proposed work automatically detects multiple suspicious activities in videos.
• Detecting the suspicious activities from videos is very challenging due to environment conditions, illumination conditions and working status of capturing cameras.

Project Objectives

• Propose an automated system for efficient unusual human activities detection in real-time.
• Make this useful for smart city environment.
• Multiple suspicious detection in real-time.
• Make this useful for outdoor and indoor environment.

Project Implementation Method

Our system proposed is consisted of following parts

• Research and Literature review
• Training
• Testing and Validations

In the first part, the system is trained using training technique and algorithms. Afterwards this trained model distinguishes the suspicious activity from the given video. After that it will make a decision that this is activity suspicious or any other. On the basis of that decision and display it on screen and turns on the alarm.

Benefits of the Project

This project provide the following benefits

• Reduces crime rate in malls, stations, schools, airports etc.
• Effective Surveillance can help prevent shoplifting & theft.
• An increased Sense of Security.

Technical Details of Final Deliverable

• Actually what we have done and planned to submitt on the given time is that first we have collect the data set which we are made.
• Than we use pre-trained model to train our images on the Machine.
• After training the images then we move toward the videos and check the accuracy. The accuraccy must be above 80%.
• Then we made graphical user interface(GUI).

Final Deliverable of the Project

HW/SW integrated system

Core Industry

Security

Other Industries

Others

Core Technology

Artificial Intelligence(AI)

Other Technologies

Artificial Intelligence(AI)

Sustainable Development Goals

Decent Work and Economic Growth, Industry, Innovation and Infrastructure, Peace and Justice Strong Institutions

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com