expert in AIoT system solution

Vida.ai Big Data Services

Build a Multi-source Data Platform Strengthen Operational Application Resilience

VIDA.AI integrates VBS video transmission and DFS data fusion to transform massive city video, IoT sensor, and infrastructure data into strategic intelligence for resilient urban safety governance.

VIDA.ai Big Data Platform Build the core integrated ecosystem for smart cities
ViDA.ai Overview

ViDA.ai Smart City Digital Neural Hub

Integrating AI image recognition, IoT sensing data, edge computing, and cross-system API integration, ViDA.ai transforms distributed urban data into real-time perception, event interpretation, risk warning, and decision-support capabilities, creating an AIoT data middleware platform for smart cities.

Video Broadcast Service

VBS Video Broadcast Service

Integrates multi-source video streams such as CCTV, IP cameras, and NVR systems. Supports real-time access, transcoding, stream distribution, and permission control, transforming distributed video nodes into a schedulable and analyzable city-level visual data network.

Signal Input: CCTV Nodes Status: Real-Time Stream Management
Data Fusion

DFS Data Fusion Service

Integrates IoT sensing, video events, databases, and external open data through ETL data pipelines. Data is cleaned, standardized, and time-series aligned to build a middleware data platform for AI inference and decision analytics.

Data Processing: ETL Pipeline Sources: API / DB / IoT
Multimodal AI

Multimodal AI and Edge Computing

Fuses video, sensing, and event data for real-time inference, object detection, trajectory tracking, and preliminary event assessment at the edge. Cloud-based AI models further support deep analysis and cross-site decision-making.

Inference Mode: Edge AI Computing Architecture: Edge + Cloud
System Integration

API Integration and Cross-System Collaboration

Uses a microservices architecture and standardized APIs to connect different business systems. Supports data exchange, event synchronization, and workflow automation across traffic, police, water management, parking, and command center platforms.

System Architecture: Microservices Core Capability: Cross-Platform Data Exchange
Video Stream
Edge Signal
City Insight
ViDA AI
Real-Time Neural Telemetry · LIVE NEURAL TELEMETRY
Core Neural Transmission Load 35%
Edge Node Response: 100% Millisecond Response
Neural Logic Log / NEURAL LOG 10:30:00.000

[VBS-NEURON-INIT] City CCTV video sources securely connected. Edge video processing reports normal operation with stable compressed stream traffic.

STATUS_OK Video Stream AI Fusion Ready
ITS TRAFFIC

Smart Traffic Governance ITS

Uses AI video analytics and edge inference to monitor intersection traffic flow, congestion status, and abnormal events in real time. Supports signal strategy optimization, violation detection, and traffic management decision-making.

Average Waiting Time: -23% Carbon Reduction: -18%
PARKAURA PARKING

Smart Parking Management Parkaura

Integrates ANPR license plate recognition, parking occupancy detection, and cloud parking services. Supports paperless entry and exit, available-space guidance, and multi-payment integration to improve parking facility operational efficiency.

ANPR: 99.8% Multi-Cloud Integration
IID SAFETY

Urban Safety and Road Monitoring IID

Uses AI event detection models to rapidly identify abnormal conditions such as pedestrian intrusion, wrong-way driving, stopped vehicles, fallen objects, and smoke. Helps improve safety management efficiency for roads, tunnels, and public areas.

Response Rate: 99.2% Real-Time Alerts
ENVIRONMENT

Environmental and Disaster Prevention Monitoring

Integrates environmental sensors, image recognition, and disaster prevention data models to monitor smoke, noise, PM2.5, AQI, water levels, and slope rockfall risks, building a real-time warning and event notification mechanism.

Rockfall: ROFA Online Disaster Prevention Alerts
IOC WAR ROOM

Unified Command Dashboard

Consolidates cross-domain data, AI events, and IoT sensing information. Presents citywide situational awareness through BI charts and GIS maps, helping managers quickly understand risk correlations and implement proactive governance.

Mode: Proactive Governance Cross-Domain Fusion
THE DEFENSE ARCHITECTURE

VIDA.AI:A three-dimensional unified defense middle platform

Addressing urban security challenges, we break down traditional system silos and integrate distributed video and sensing resources into a defense network with decision-making value.

VBS Video Transmission Hub

Integrates surveillance video from entrances, exits, borders, coastal defense, and railway sites. Enables real-time transmission and ensures uninterrupted video delivery.

  • AES-256
  • ONVIF / RTSP
CORE INTELLIGENCE

DFS Data Fusion Center

Aggregates IoT, video, and sensing data to build a cross-domain single source of truth.

  • API / JSON / CSV
  • Swagger (OAS)

Multimodal AI Engine

Supports real-time event detection, behavior analysis, and cross-camera tracking.

  • Computing Load Reduced by 40%
  • Recognition Rate Improved by 45%

VIDA.AI Big Data Platform Services

Building the Core Integration Ecosystem for Smart Cities

VIDA.ai

VIDA.ai Big Data Platform Services

AI Technology Core
VBS

Video Fusion
Video Broadcast Server

DFS

Depth-first Search
Depth-First-Search

MVSS

Metagraph Vision Service Solution
AI Metagraph Vision Service Solution

Vision Event Metadata Model
CASE APPLICATIONS

Smart City Application Scenarios

AI Dynamic Signal Optimization Application | Yunlin County Smart Transportation Case

For high-traffic intersections such as urban corridors and areas in front of post offices, AI image recognition and event-sensing technologies are introduced to analyze pedestrian flow, vehicle flow, and conflict points in real time. The system dynamically adjusts signal control strategies and warning displays, reducing congestion risks during peak hours while improving traffic efficiency and road safety.

Average Travel Time Reduced by 7.9%
Annual Carbon Emissions Reduced by 720.2 Metric Tons CO₂e
Real-time signal warning strategy adjustment (5-minute dynamic optimization)

Public Safety and Tunnel Monitoring (IID)

Deploy AI video monitoring on critical tunnel road sections to automatically detect abnormal events 24/7 and shorten emergency response time.

  • Pedestrian Detection
  • Stopped Vehicle Detection
  • Wrong-Way Vehicle Detection
  • Smoke & Fog Warning

Proactive Environmental and Disaster Prevention Management

Integrates IoT sensing and video data to monitor water levels, reservoir conditions, and air quality in real time, enabling practical predictive management.

Water Level and Reservoir Monitoring (Real-Time Notification)
Air Quality Monitoring (PM2.5 / PM10)
AI INNOVATION

Outstanding AI Recognition Capabilities

HiPower’s core AI engine uses deep learning to analyze data streams, enabling high-accuracy object recognition, behavior tracking, and key event detection. It is designed for complex urban and transportation environments.

45%+ Reduced Computing Resource Consumption
No-Code AutoML Automated Machine Learning
40% Real-Time Edge Recognition Capability
AIoT Millisecond-Level Response Latency
Live On-Site Feed · Taichung _04 18:46:14

Hybrid Cloud and Data Sovereignty Architecture

Supports private cloud, public cloud, and hybrid cloud deployment models. Flexible configuration can be applied based on field requirements and regulatory compliance, ensuring data sovereignty, system independence, and long-term governance.

High Availability and Disaster Recovery Design

Adopts an Active / Standby architecture with multi-layer backup mechanisms to ensure stable year-round system operation, with service availability reaching the 99.99% level.

Real-Time Computing and Low-Latency Response

Combines an AIoT edge computing architecture to process events immediately at the data source, enabling millisecond-level response capability and reducing centralized computing latency risks.

Modular and Scalable Architecture

Through containerization and modular design, the platform supports rapid service expansion and cross-domain deployment, enabling a long-term growth architecture with both horizontal and vertical scalability.

Critical Infrastructure Supporting City-Level AI Operations

Built on a stable hardware architecture and highly reliable software stack, our platform integrates hyper-converged servers with an Active / Standby database design, providing a stable and sustainable operational foundation for large-scale data processing and AI computing.

  • Efficient Computing Node Management (GPU and AI acceleration resource elastic scheduling)
  • Unified Data Standards and Governance Mechanism (Cross-system and cross-domain integration)
ACTIONABLE DOMAINS

Four Urban Safety Defense Domains

Critical Infrastructure Protection (CIP)

Provides 24/7 intelligent monitoring for critical infrastructure such as power, water utilities, and telecommunications facilities, preventing illegal intrusion, vandalism, and abnormal behavior.

  • Thermal Image Anomaly Detection
  • Electronic Fence and Abnormality Warning

Coastal and Border Automated Monitoring

Combines long-range video and radar data to automatically detect illegal crossings, stray movements, and suspicious behavior.

  • Wave Interference Filtering Algorithm
  • Multi-Target Synchronized Tracking

Transportation and Public Counter-Terrorism (IID)

Applies AI behavior analytics to detect abnormal behavior, unattended objects, smoke, fire, and other high-risk events.

Event: Abnormal Loitering / Suspicious Object
Crowd Density Monitoring / Real-Time Alert

Environmental Resilience and Social Stability Monitoring

Integrates AQI, water level, and microclimate data to build a comprehensive environmental view and strengthen disaster prevention and response capabilities.

720t Annual CO₂ Reduction CO₂
59.5M NTD 59.5M Social Cost Reduction
VIDA.AI ARCHITECTURE

VIDA.AI:A three-dimensional unified defense middle platform

From edge sensing and data fusion to intelligent decision-making, the platform builds a traceable, verifiable, and scalable city-level defense architecture.

Application and Intelligence Layer

Unified Operations Dashboard
GIS / BIM Integration
API Management and Open Access
Data Subscription and Sharing

VIDA.ai

VBS Video Fusion
DFS
MVSSAI

DataEdge Computing

CCTV
IoT
CitySystem
EdgeEdge Computing
SCENARIO SOLUTIONS

Scenario-Based solutions

The Vida.ai platform supports a wide range of smart scenarios, bringing a new dimension to management and decision-making.

Smart City War Room

Smart City War Room

Integrates real-time urban data from multiple sources, providing citywide monitoring and early warnings for unexpected incidents to help managers make faster decisions.

War Room Dashboard
GIS Digital Twin

Digital Twin & GIS

Combines GIS and BIM technologies to digitize physical spaces, enabling precise geographic positioning and facility management.

GIS / BIM Integration

Intelligent Video & Behavior Analytics

Uses AI engines for people-flow detection, behavior recognition, and safety monitoring, enhancing security levels across districts and campuses.

Multimodal AI Engine

VIDA.ai Comprehensive IOC War Room × AI Recognition Integration A comprehensive IOC war room solution that integrates AI recognition, environmental sensing, and big data analytics to build the digital nervous system of future cities.

Pedestrian Feature Recognition

Pedestrian Feature Recognition

Accurately analyzes pedestrian attributes, clothing colors, movement trajectories, and people-flow heat zones.

Module

  • ✔ / /
  • ✔ Real-time
  • ✔ IOC
License Plate Recognition Module

License Plate Recognition Module

Multi-country ANPR with high-speed vehicle recognition and vehicle type classification.

Module

  • ✔ Real-timeRecognition
  • ✔ /
Smart Traffic Flow Analytics

Smart Traffic Flow Analytics

Provides real-time insights into intersection traffic volume, congestion levels, and traffic signal efficiency.

Module

  • Intersection and road-segment traffic volume, average speed, and congestion indicators (JSON / CSV).
  • AI video recognition and event sensing are deployed at high-traffic intersections to analyze pedestrians, vehicles, and conflict points in real time, dynamically optimizing signal timing and warning displays.
  • ✔ City
Fall Behavior Detection

Fall Behavior Detection

Performs skeletal tracking and posture analysis to trigger real-time fall alerts.

Module

  • ✔ AI
  • ✔ Event Real-time Alert
  • ✔ /
Multidimensional Environmental Monitoring

Multidimensional Environmental Monitoring

Provides real-time sensing of air quality, temperature, humidity, and noise.

Module

  • Integrates AQI, water-level, and microclimate data to build a comprehensive environmental view and strengthen disaster response.
  • ✔ AbnormalAlert
  • ✔ IOC
Flame and Smoke Detection

Flame and Smoke Detection

Uses AI vision for real-time fire early warning while reducing false alarms.

Module

  • ✔ / Recognition
  • ✔ /
Abnormal Event Detection

Abnormal Event Detectionn

Detects foreign objects and suspicious events in public spaces with real-time alerts.

Module

  • Applies AI behavior analytics to detect abnormal behavior, unattended objects, smoke, fire, and other high-risk events.
  • ✔ Safety
Smart Flood Prevention Monitoring

Smart Flood Prevention Monitoring

Visualizes water-level sensing and flood-risk conditions in real time.

Module

  • Integrates IoT sensing and video data to monitor water levels, reservoirs, and air quality in real time for predictive risk management.
Traffic Incident Detection

Traffic Incident Detection

Identifies accidents, wrong-way driving, and abnormal vehicle stopping in real time.

Module

  • ✔ Abnormal
  • ✔ Real-timeAlert
  • ✔ Video
  • ✔ IOC EventManagement