Prize Categories Enrolled for:
(Please tick any specific Category that applies)
[ ] Best use of Microsoft Azure
[X] Best Beginner (Your team should be atleast 50% Beginners)
[X] Best "Jugaad" - Best Fun/ Silly/ Innovative Hack
[ ] Best UIPath Hack
🔥 Your Pitch
Problem:
With a burgeoning population and a challenging crime rate, Indian Law enforcement agencies want to leverage technology to help solve some typical issues like identifying criminals on the run, find missing children and victims of human trafficking or keep an eye on the person of interest. It can also be used in the endeavour of Jaipur Administration to make the city “Beggar free”. As long as missing individuals are added to a database, law enforcement can become alerted as soon as they are recognized by face recognition—be it an airport, retail store or other public space The objective is to build a predictive model used to recognize the appearance of a certain person. Another Objective it serves is looking for stolen vehicles.
Solution:
A web portal that will help police to search missing persons or criminals through the installed CCTV cameras across the city in a real-time. If a person is detected on the images/videos taken by camera it will inform the respective police station in a real-time with his location and time. Police can see the ‘last seen’ of the person and navigate to that place to catch the suspect and a User-friendly facebook Chatbot for status intimation
We created an ML-based system that uses MTCNN and face embedding model to recognise missing persons & OpenCV & Tesseract based system for Number Plate Tracking. This ML-based system is interacting with firebase and firestore using REST API. A web interface using REACT, EXPRESS, NODE which helps users view the current status of the case. It uses JWT token to establish industrial level security. Along with this, we have also built a dialogflow chatbot which is integrated with facebook messenger which helps users interact and get the status of the case with the help of its caseID.
Contact Us for Login Credentials.
🔦 Any other specific thing you want to highlight?
Firstly, the enthusiasm the team have put into the project to bring it to the plate.
Its a cost-effective system developed on single-core without GPU. It's proper for an economy like India.
It was quite hard to find a dataset of faces of Indian people. So we have used a European dataset which might give low accuracy on Indians.
This is a futuristic solution with endpoints like place for govt API (like Vahaan, UIDAI, NIC) which will make it a one-stop solution.
I truly apologise for a late submission.
✅ Checklist
Before you post the issue:
[X] You have followed the issue title format.
[X] You have mentioned the correct labels.
[X] You have provided all the information correctly.
Before you start, please follow this format for your issue title:
ERROR404 - CITY SURVEILLANCE
ℹ️ Project information
Please complete all applicable.
🔥 Your Pitch
Problem:
With a burgeoning population and a challenging crime rate, Indian Law enforcement agencies want to leverage technology to help solve some typical issues like identifying criminals on the run, find missing children and victims of human trafficking or keep an eye on the person of interest. It can also be used in the endeavour of Jaipur Administration to make the city “Beggar free”. As long as missing individuals are added to a database, law enforcement can become alerted as soon as they are recognized by face recognition—be it an airport, retail store or other public space The objective is to build a predictive model used to recognize the appearance of a certain person. Another Objective it serves is looking for stolen vehicles.
Solution:
A web portal that will help police to search missing persons or criminals through the installed CCTV cameras across the city in a real-time. If a person is detected on the images/videos taken by camera it will inform the respective police station in a real-time with his location and time. Police can see the ‘last seen’ of the person and navigate to that place to catch the suspect and a User-friendly facebook Chatbot for status intimation We created an ML-based system that uses MTCNN and face embedding model to recognise missing persons & OpenCV & Tesseract based system for Number Plate Tracking. This ML-based system is interacting with firebase and firestore using REST API. A web interface using REACT, EXPRESS, NODE which helps users view the current status of the case. It uses JWT token to establish industrial level security. Along with this, we have also built a dialogflow chatbot which is integrated with facebook messenger which helps users interact and get the status of the case with the help of its caseID.
🔦 Any other specific thing you want to highlight?
✅ Checklist
Before you post the issue: