FaceMatrix

Accurate, reliable, and secure Face Recognition technology

Face recognition

TNI Tech is ranked by NIST-USA

Published on February 22th, 2024

Worldwide level

Top-35 of Facial Recognition AI developers (updated Dec 2024)

Vietnam level

Top-3 of Facial Recognition AI developers (updated Dec 2024)

Face recognition
FaceMatrix Engine

NIST-Certified Accuracy

Achieves 99.7% True Acceptance Rate (TAR) and 99.5% True Reject Rate (TRR) on 100,000 samples. Ranked in the NIST FRTE Top-35 globally and Top-3 in Vietnam.

Real-Time Processing

Processes video streams at 30 FPS with under 500 ms response latency. Identifies 5 to 10 faces simultaneously in a single frame without requiring active user cooperation.

Hardware & Camera Agnostic

Compatible with any ONVIF standard IP camera. Deploys flexibly on standard CPUs, GPUs, embedded systems, workstations, or servers.

Local Optimization & Self-Learning

AI model is fine-tuned on Vietnamese facial datasets. Features self-learning algorithms that automatically update facial embeddings over time as features change (aging, styling).

What FaceMatrix offers

Highly Accurate Performance

FaceMatrix AI is trained on vast datasets to ensure precise and efficient facial recognition. Our AI can identify faces even under challenging conditions, such as poor lighting, partial obstructions, or varying facial expressions.

Reliable in Real-World Scenarios

FaceMatrix is optimized for real-world environments. It can handle large crowds, recognize individuals on the move, and adapt to different angles and perspectives, making it suitable for high-traffic areas such as airports, offices, and retail stores.

Enhanced Security and Privacy

FaceMatrix employs advanced anti-spoofing mechanisms to prevent unauthorized access using photos, videos, or masks. Our encryption protocols ensure that facial data remains secure, complying with the highest data protection standards.

Seamless Integration with Systems

FaceMatrix is designed for easy deployment and integration with various platforms, including access control systems, time attendance software, VMS, and smart retail solutions. It supports API integration, making it adaptable to diverse business needs.

Real-Time Processing and Edge AI

FaceMatrix leverages edge AI processing, reducing dependency on cloud computing and ensuring real-time recognition with minimal latency. It's particularly beneficial for applications where speed and data privacy are critical.

Scalability and Customization

FaceMatrix is designed to scale according to the needs of businesses, from small enterprises to large corporations. Its modular architecture allows for customization based on specific use cases, ensuring flexibility in deployment.

System Architecture

FaceMatrix is built on a modular Edge-Cloud hybrid architecture for maximum security and latency control:

Edge Input: Connects to existing CCTV IP cameras via standard ONVIF protocol.
Edge Processing: Ubuntu PCs (FIPS 140-3 secure) perform face detection, video decoding (GStreamer), and edge inference (OpenVINO/ONNX Runtime) at 30 FPS.
Central Cloud/Server: Performs face matching and identification, manages the central database (PostgreSQL), and processes notifications.
User Interfaces: Real-time alerts, face databases, and event lists are accessible via web consoles (VueJS/React) and integrated into VMS/ERP through API.

From independent office attendance to nationwide banking surveillance, FaceMatrix architecture scales seamlessly.

FaceMatrix Architecture

Applications

FaceMatrix is versatile and can be implemented across multiple industries.

Access Control & Security

Attendance Management

Smart Retail

Public Safety & Law Enforcement

Banking & Financial Services

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Licensing Models

[FM-EDGE-PERP] FaceMatrix Edge Detection Software License (Perpetual):

  • Perpetual software license installed on site-level Edge PC.
  • Handles RTSP video decoding, face tracking, and metadata extraction.
  • Supports integration with standard ONVIF IP cameras.
  • One-time purchase per Edge PC device.

[FM-CLOUD-SUB] FaceMatrix Cloud AI Recognition Subscription:

  • Subscription-based license hosted on Central Server or Cloud AI.
  • Performs high-speed face embedding matching and database queries.
  • Priced based on the number of registered users and API call volume.
  • Includes free maintenance, software updates, and cloud hosting.

[FM-API-INT] FaceMatrix Third-Party VMS/ERP Integration Module:

  • API/gRPC integration module to connect FaceMatrix with external systems.
  • Supports time attendance syncing with HR/ERP software (SAP, Odoo, etc.).
  • Enables alarm routing and events synchronization to VMS (Milestone, Network Optix, Hanwha).
  • One-time setup license per integration site.

Case Studies

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Advanced Attendance System Case study: Co May Dormitory

AI camera system helps Co May Dormitory in student management and theft prevention.

author

By TNI Tech

Tech blogger

Date

Jan 03, 2025

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