Heimdall

About the project

Heimdall is a multipurpose dashboard for video analytics, With Heimdall's enhanced Artificial Intelligence technologies and object and facial recognition helps reduces the need for labor-intensive tasks and work as an intelligent eye. Its plug and play and can turn any CCTV camera to AI Camera

Architecture diagram

• Smart surveillance

• Smart surveillance is a set of Machine learning algorithms build using Azure Machine Learning Services that can be used for automatic surveillance of an area

• Provides Real-time analytics from Video without using any complex machine learning algorithms or GPU servers

• Can Blacklist malicious objects(Guns, Knives, Masks etc) and activities like fighting, shooting, theft etc.

• Features

• Detect unauthorized people

• Detect illegal objects

• Detect Malicious activities

• Detect Face Masks

• Examples

• Campus Surveillance

• Corprate Sruveillance

• Airport Security

• Home Security

• Face Mask Detection

• Future

• Face Recognition

• Social Distancing

Run the project

Run client

git clone https://github.com/Navan0/heimdall.git
cd heimdall
cd services
pip install -r requiremnts.txt
python main.py

Run console

cd heimdall
cd dashboard
pip install -r requiremnts.txt
``` create db ```
python manage.py runserver

goto

http://127.0.0.1:8080/

Built With

• azure
• azure-custom-vision
• azure-mlaas
• python