Face Chk - Face Recognition
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The document discusses an AI-enabled face recognition system called 'Facechk,' which is designed for identity and access management, particularly in the context of minimizing physical contact due to the COVID-19 pandemic. It highlights the advantages of facial recognition over traditional fingerprint systems, such as touch-free operation, speed, and ease of deployment across various devices. Additionally, Facechk offers features for attendance management, visitor management, and other applications while ensuring hygiene and facilitating social distancing.
Face Chk - Face Recognition
- 1. AI Enabled Face Recognition System FACE IS THE FUTURE Identity & Access Management System
- 2. • The world is going through a massive change • COVID -19 has taught us many lessons, the most important being minimalism • A change that has led to minimizing contact to ensure that unwanted touch to external sources could be minimized for a healthy life Current Scenario
- 3. • The fear of touching public surfaces sparked by the Covid -19 outbreak is spurring a shift from fingerprint sensors to facial recognition systems for allowing access to employees across offices in the world. • Corporates, which at present use fingerprint recognition and touch-based systems, want to install face recognition machines for attendance, access control or boom barriers. • Face recognition is a unique solution in the recent context, where touching a surface by multiple people has emerged as a potential cause of infection. • Facial biometric continues to be preferred biometric benchmark that is because it is easy to deploy and implement. There is no physical interaction required by the end users moreover, face detection and face match processes for verification / identification are speedy. • Since there is no contact required for facial recognition like there is with fingerprinting or other security measures, facial recognition offers a quick, automatic, and seamless verification experience. There is nothing such as a key or I.D. that can be lost or stolen. Current Scenario
- 4. FaceChk is a unique face recognition product that leverages deep learning & AI incorporating several custom algorithms to provide high accuracy and portability across variety of inexpensive devices such as low-cost camera, smartphones & NPU Devices. The technology has been benchmarked with world’s best and has proven to be one of the most accurate in a global open challenge. About FaceChk
- 5. FaceChk -Attendance Management System • FaceChk AMS is a face recognition software application for automated attendance marking • It is powered by cutting edge artificial intelligence to deliver accurate results for the most complex and real- time face recognition, in milliseconds. • FaceChk is a powerful high performance and scalable software and can be deployed in different environments effortlessly and effectively
- 6. Benefits to the management
- 7. Benefits to the staff No queueing required that ensures social distancing Touch free ensures hygiene & contactless attendance Mark attendance multiple times in a day Notification sent to employee and HR
- 8. SOFTWARE CAPABILITIES Handles variations in Images • Illumination • Shadows • Reflection • Lighting Effects • Children up to 7 years • Adult upto 30 years • Elders upto 20 years • Yaw • Pitch • Roll
- 9. SOFTWARE CAPABILITIES Handles different facial variations Accurate Recognition in Different Poses Recognizes persons with varying skin tone • Clean Shaven • With Moustache • With Beard • Wig • Makeup • Cap • Spectacles/sunglasses • North Indian • South Indian • East Indian • North Eastern • Chinese • Korean • European • African • American • Black • White
- 10. Replace human eyes with camera Replace brain with software and computer Replace intelligence with machine learning HOW FACIAL RECOGNITION SYSTEM WORKS Facial Recognition based Identity Management System Overview
- 12. FaceChk works effortlessly without interruption
- 13. Our Deployment Model - Attendance (Edge) Mobile Device Edge computing Device Facial Recognition is happening locally at the device level with data sync on server for management Internet VPN Leased Line//Secured Internet Data Center on Premise Cloud Servers Image Database FaceChk Server FaceChk Server
- 14. Segments and areas of usage
- 15. Heart of FaceChk • Deep Learning • Inspired by nervous systems • DNN, CNN, DBN, RNN, LSTM • Semi, Fully, Un-Supervised • Deep Belief Networks • Deep Boltzman Machines • Micro-Architecture
- 16. HARDWARE SPECIFICATIONS PROCESSOR ARM PROCESSOR RAM 1GB STORAGE ROM 8GB OPERATING SYSTEM LINUX DISPLAY 5-inch LCD screen, resolution: 1024 * 600 @ 60HZ CASING & COVER Aluminum alloy shell; organic glazed panel PERFORMANCE RECOGNITION HEIGHT 1.2-2.2 meters RECOGNITION DISTANCE 0.5-4 meters FACE ANGLE 35 degrees left and right, 35 degrees up and down RECOGNITION TIME Within 100 milliseconds STATUS DELIVERY Recognized name will be shown on the screen FACE DATABASE SIZE 50,000 (expandable) CAMERA SPECIFICATION CAMERA HDR, auto/manual exposure SENSOR 1 / 2.7” industrial Dual HD wide motion image sensor FRAME RATE Up to 30 frames, no smear LED SPECTRUM White EFFECTIVE PIXELS 1920 * 1080 LENS M12 (f = 7MM) Device with Specification
- 17. Other Application / Use case • Contactless Visitor Management system • Enhancing retail customer experience using Face Recognition • Criminal identification using CCTV • Face Authentication based payment system • Proctoring & Impersonation Management for Online testing & Examination • De-Duplication & fraud identification for banks, insurance, government ID etc. • Covid-19 application for Quarantine, Mask Violation, Crowd & Social Distancing
- 18. Attendance, Access & Visitor Management Visitor ManagementAttendance Management Access Management
- 19. Enhanced VIP/Premium Customer Experience • VIP Facial Recognition system helps you retain premium customers and enhances service level experience • Helps deliver first-class customer care • Keep track of and identify high value premium customers
- 20. Body Worn Camera MatchCriminal Database Identification & Matching Criminal Identification & Matching
- 21. Online Proctoring: Prevents Test/Exam impersonation Authenticate and Monitor Examinees Remote Test/Exam Invigilation Process
- 22. De-Duplicate from millions of Records De-Duplication & Fraud Management Identify & Match Fraudsters
- 23. Covid-19:Quarantine Management Random & On Demand Geo-fenced Face based Covid-19 Suspect attendance & Monitoring for Home/Covid-19 Isolation Centers
- 24. Crowd Count & Monitoring – Social Distancing
- 25. Face Mask Violation Identify and Alert Face mask violations from Camera Feeds
- 26. Reach out to us PRIME INFOSERV LLP DL-124, 1st Floor, Salt Lake, Sector – II, Kolkata – 700091, West Bengal, India Email : info@primeinfoserv.com Web : www.primeinfoserv.com (AN ISO 9001:2015 AND 27001:2013 CERTIFIED ENTERPRISE) Phone : 7890019076, 89611 82794, 98306 65397, 9830017040