The use case here is to build a realtime Solution using AI which will aid in detection of crimes and malicious activities using face recognition patterns.
Our client is from the banking domain who are majorly looking for a solution for their banking Services. Their solution involves advanced usage of Artificial intelligence along with computer vision to make sure that the detection of counterfeiting activities are accurate and efficient.
The client was specific about their requirement on the accuracy of results and also about the real time capabailties of the solution that was being built.
Our team designed and implemented the solution using six plus technologies which included Machine Vision, Micro Radar, Signal Processing, Deep Learning and Artificial Intelligence.
Tech Challenge
One of the major challenges with the solution was multiple human detection in the surrounding area.
Another challenge of this use case was tampering the camera video which could result in failure of the solution.
Giving real time alerts to so that such counterfeiting activities can be avoided.
Using multiple complex technologies to get to the desired accuracy.
Solution
The system is capable enough to give real time alerts to the admin to take necessary action.
Human Detection and Collision was managed using Computer Vision and AI Algorithms.
The solution uses the time tracking algorithm to detect regular image recognitions vs unwanted activities.
The system is automated to give process signals and data and give alerts.
Metrics gathered are in real time and are very detailed and specific which included dimensions of human body, time taken, voice in decibel etc.
6 Week - Exploratory Data Analysis and Model Building
8 Week - Collection of data and realtime streamlining and development
Results
We have developed a solution that is backed with a lot of advanced technologies and deep learning algorithms thus making the solution accurate as well as efficient.
The solution is capable of processing large amounts of data coming from different resources.
The solution allowed the customers to get real time alerts using all possible ways of detecting a theft or malicious activity .
