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Challenges

Due to such a massive employee base, the client had concerns about tracking the attendance of the employees. The challenges they faced were:

Inability to monitor in real-time if employees are present

The huge administrative effort to process paper attendance

Chances of manual errors due to heavy paperwork

Unable to prevent time theft or buddy punching

Late payroll

Our Solution

Recognizing the challenges of the client, SPEC INDIA came up with the AI-powered face recognition solution called SAFR (Secure Accurate Facial Recognition). It uses computer vision and machine learning algorithms to mark the attendance of the employees. The goal was to introduce a high-tech solution that would eliminate the challenges and provide real-time attendance views. Face recognition is achieved using machine learning and the basic pipeline used for it is as follows:

  • Finds face in an image.
  • Analyses facial features.
  • Compares against known faces and makes a prediction

 

The technology works by scanning a person’s face “in the wild”, means the system will detect the faces even when it is in motion, under poor lighting or at different angles.

Solution Works in the following manner

Cameras installed at the door detect the face

SAFR will compare the detected face with the images in the database and make the prediction

Will mark the attendance and open the door only if the detected face is matched with the image in the database

Tracking of total time spent in the office

Data for the payroll system

Through this system, the admin will be able to calculate salary and prepare attendance reort

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Similar Project Idea?

Looking for a customized Attendance Management System solution according to your need? Schedule a call to help you solve your company’s attendance-related obstacle.

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Technologies & Tools

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React JS
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Python
MS-SQL-Logo
SQL Server

Our Process

Research-icon
  Research/Analysis

Our detailed and accurate research , analysis, and refinement leads to a comprehensive study that describes the requirements, functions, and roles in a transparent manner.

Design_icon
  Design

We have a team of creative design experts who are apt at producing sleek designs of the system components with modernized layouts.

Code_icon
  Coding

Our programmers are well versed with latest programming languages, tools, and techniques to effectively interpret the analysis and design into code.

Testing
  Testing

Quality is at the helm of our projects. We leave no stone unturned in ensuring superior excellence and assurance in all our solutions and services.

Launch_icon
  Launch

We have a well-defined, robust, and secure launch criteria that offers us a successful implementation clubbed with detailed testing, customer acceptance and satisfaction.

Business Benefits

Easy tracking of employees

Employees don’t need to carry extra things for attendance or door opening

Quick and efficient verification of an employee

Use of infrared cameras significantly boosted the level of accuracy

More reliable and harder to trick

Easy to integrate with existing security infrastructures

Increased productivity of administrative department as they got rid of time-consuming manual attendance

Inherently vulnerable to proxies and manual errors

Let’s get in touch!