Image Processing – Expansive Solutions

Deep Learning | Image Processing

CogniX : Detection

High speed process with pre-defined processing logic like Classification and Detection are becoming automated and quite reliably.
Deep Learning | Computer Vision

CogniX : Fraud Detection

One loophole can wipe years of income or put organizations credibility in jeopardy. Look beyond conventional methods. If methods are known, you could be sure that somebody is working hard to beat it.
Supervised Learning

CogniX : Measurements

Real-time operation assistance using field devices and machine algorithms to measure & derive things is changing work practices and personal lives.

Digital enablement

CogniX : Computer Vision Solution

Benefits

Automation
Operational 24x7
Intelligence
Cost Saving
Less supervision required

Metric

Detection, Classification, Measurement Accuracy,

Success Percent

Challenges

Designing the project right,
Capturing right quality data,
Training right models,
Identifying retraining needs,

Unforced Errors

Data capture setup,
Training data adequacy and use cases,
Machine learning training,
Testing conditions.

Key Features

Image & Video sampling technique,
Smart Labelling & Training,
HPC On-Prem & cloud training,
Flexible Deployment,
Embedded Device Testing

Precision Training

Multiple algorithms,
Retraining,
Managing Thresholds

Wide Application

Across Industry many use cases-Classification, Detection, Measurements,

Safety, Quality, Production, Quality, Governance

The Technology

Machine Learning, Deep Learning, AI, Neural Networks, Tensorflow, GPU powered Training, Cloud & On-Prem.

Integration

Easy Data Integration, Camera, Video Feeds, Streaming Data.

Process-System-Data

Web-UI, Embedded device testing, Automated Interface.

On-Prem + Cloud

Deployment Options

Modular & Flexible

Cloud / On-Prem

Full Scope / Embed As Service

Flexi Licensing

By Module, User, Site or Time Subscription,

Several Options

Perpetual, Subscription, Site based, Sizing, Module Specific

User Experience

Rich UI, High Performance

Intuitive | Performance

Maps, Charts, Network Graphs, Dashboards.

Multi-Device, GPU Support, Blazing Fast

Applying Technology

CogniX : Use Cases

All
Marketing
Logistics
Finance
Governance
Procurement
Production
Maintenance
Human Resources
Customer Service
Quality
Research
Media

Defect Identfication

Quality management generally involves sampling and full blown laboratory. It is aimed at precision.

But usually comprehensive assessment and reasonable accuracy is more desirable.

Advanced techniques also allows no destruction of sample (if it is a high priced item) for testing purpose.

Fraud Detection

Increasing dependence on telecom and software technology has given rise to frauds which is not common place.

Effective counter measures needs well thought process and embedded technology and people oversight. Signature frauds, transaction fraud, impersonation are common examples.

Embedded technology can provide comprehensive assistance which if otherwise manual, will slow down the core process.

Intrusion Prevention

High Traffic and motivated intruders make the security job challenging. You need all the technology help you can get.

Item Auto-Classification

Web or media content, products, classification of objects in different walks of life is a mundane job which can be automated with high precision.

Auto-Measurements

Mass/volume of Silos of coal or mineral ore, distance or approaching vehicle, measurement of objects and processes in general (especially in real time) can improve the process cycle time and accuracy desired.

Deep Learning | Image Processing

CogniX : Detection

Deep Learning | Computer Vision

CogniX : Fraud Detection

Supervised Learning

CogniX : Measurements