EDGE Vision AI

Edge AI is the cutting-edge fusion of artificial intelligence and edge computing, bringing intelligence directly to devices. Unlike traditional systems reliant on cloud processing, Edge AI works locally, enabling faster, smarter, and more secure decisions.

Faster Response Times

Real-time decision-making with reduced latency

Improved Privacy

Data stays on the device, minimizing transmission risks

Cost Efficiency

Lower bandwidth and cloud storage needs

What Is Computer Vision?

Computer vision is an interdisciplinary field that deals with how computers acquire high-level comprehension from advanced pictures and recordings. From a design standpoint, it aims to computerize and improve upon the same understanding that a human observer would have.

How Edge AI Works

Edge AI is designed, prototyped, and produced in limited runs through our manufacturing partners. The system includes a robust edge device, camera module, illumination system, power supply system, peripherals, and the firmware to control these items.

Edge AI‘s optimized algorithms have already proven themselves in the real world. AiFA Labs has run its software on Edge AI devices in several use cases, resulting in near 100% accuracy at recognizing objects and activities.

Edge AI’s orchestration software efficiently manages users, devices, algorithms, artifacts, and actions. With an API-first, tightly integrated offering, we make it easy to install, integrate, operate, scale, and upgrade.

Representative Solutions

Automotive Inspection

Check homologation (correct language and sticker)
Check for presence of connectors/bolts.
Check for over-machined bolts/screws
Check for type of license plates used (based on model and delivery location)
Check for scratches/dents on the vehicle body
Check alignment of key components

Visitor Tracking, Audience Measurement

Video analytics for a large consumer expo event
150,000+ visitors over five days
Measures visitors' dwell and gaze time
Determines which exhibits generated more interest for the visitors
Helps test alternate models and assess
Customer interest and launch the correct models for the market

Driver Monitoring & Vehicle Safety

Camera mounts on vehicle dashboard to monitor driver to detect fatigue (yawning, blinking, nodding) and distraction (looking away, using mobile)
Real-time alerts served through sounds, audio messages, and buzzer

Traffic Monitoring, License Plates, & Container Numbers

Real-time analytics at the edge to detect and recognize license plates and container numbers
Multiple cameras to read numbers on different sides of the container and reconcile the numbers to increase accuracy

Face Recognition & Analytics

Our state-of-the-art face analytics engine delivers very accurate facial recognition, analyzing facial attributes to classify by age and gender. It identifies emotions, tracks gaze and head position, and detects the usage of mask, eyeglasses, helmet etc

Contactless Operations

Confirms person is wearing mask and PPE
Recognizes people even when wearing mask
Supports contactless operations using gestures and audio inputs

Integrated Devices: Sensors + Compute + AI

Edge AI Cam

Edge AI Cam XT

Edge AI Cam Ultra

Multiple sensors – video, audio mic, GPS, and motion

Illumination – IR, LED

Integrated power management and battery backup

On-board compute – integrated CPU, GPU

Ports for local connectivity to external devices

AI inference models

Comprehensive software modules to manage sensor pipeline, alerts, media artifacts, and API interface

Technological Capabilities

Technology innovations under the hood

Innovations

Use of raw signals for analytics – uncompressed and more accurate

Al algorithms not just for analytics, but for image processing to improve the signal capture system at the source

Power management and mechanical design optimized for field performance

Flexible/elastic software and hardware makes it easy to onboard new software algorithms and integrate with external devices

See-in-the-dark optical zoom with digital removal of PTZ, eventual removal of ISP layer, fusion of multi-spectrum sensors, new optics, and synchronised lighting

Solution Stack

Al algorithms - Face recognition, license plates, container numbers, object classification, and motion analysis.

Pipeline management – Built-in to manage different sensors

Dockers and containers for easy deployment and updates

Video and media logistics to encode, decode, encrypt, ship, archive, and retrieve data

Process Chain at a Warehouse (With AI Models)

Our solution comes readily available and with minimal effort. It possesses AI models for a warehouse process chain. Sensor fusion (RFID, barcode, weighing machine, and microphone integration) will meet most requirements.

Flow of

People

Vehicles

Products

Stocking of

Products

Supplies

Safety Equipment

EDGE Vision AI