Product Classification
Automatically identify products, components, or materials based on predefined visual characteristics.
AI-Powered Visual Classification & Counting for Manufacturing
Automatically Classify, Count, and Verify Products in Real Time
Manual counting and product classification slow production and introduce errors. Orama's AI-powered Visual Classification & Counting automatically identifies product types, counts objects, and verifies quantities in real time, helping manufacturers improve accuracy, streamline operations, and reduce manual inspection effort.
Designed for automotive, electronics, packaging, logistics, consumer goods, and industrial manufacturing environments.
Built For Production
Tuned for real line conditions, traceability requirements, and fast operator decisions.
Search Intent
Visual Classification & Counting
Where It's Used
Built for high-speed production environments
Object Counting
Count parts, products, cartons, bottles, packages, or components accurately as they move through production.
Kit & Package Verification
Verify that every kit or package contains the correct quantity of items before shipment.
Sorting & Routing
Classify products into predefined categories and trigger automated sorting or routing decisions.
99%+
Classification Accuracy
For trained products and variants
Real-Time
Classification & Counting
Instant decisions on live production lines
Multi-Variant
Product Recognition
Supports multiple SKUs, variants, and grades
Scalable
Multi-Line Deployment
Expand easily across production lines and plants
System Compatibility
Connect with Your Existing Factory Infrastructure
Deploy AI-powered Visual Classification & Counting using your existing industrial cameras, PLCs, and automation systems. Orama integrates seamlessly with production lines, conveyors, and industrial control systems, enabling rapid deployment with minimal disruption.
System Compatibility
Connect with GenICam-compliant industrial cameras
Built to work with common machine vision camera ecosystems used across inspection and automation deployments.
Basler
Allied Vision
Baumer
HikvisionThe Problem
Why Manufacturers Need Visual Classification & Counting
Eliminate Manual Counting and Product Identification Errors
Manual counting and visual classification become increasingly difficult as production volumes increase. Miscounts, incorrect product identification, mixed product batches, and packaging errors can disrupt operations, delay shipments, and increase operational costs.
AI-powered Classification & Counting automatically identifies products, verifies quantities, and classifies items with consistent accuracy, enabling manufacturers to automate repetitive inspection tasks and improve operational efficiency.
Deployment
How Orama Deploys the Solution
From Camera Setup to Production Automation
- 1
Review the production process and classification requirements.
- 2
Configure industrial cameras for optimal image capture.
- 3
Collect and label representative product images.
- 4
Define classification categories, counting rules, and quantity verification requirements.
- 5
Train AI models to classify products and count objects.
- 6
Validate performance across different production scenarios.
- 7
Deploy the solution on production lines or workstations.
- 8
Automatically classify products, verify counts, and trigger downstream automation or alerts.
What the System Identifies
AI classifies and counts including
Product Classification
- Product Type
- Model Identification
- Variant Recognition
- Color Classification
- SKU Recognition
Counting
- Individual Parts
- Components
- Cartons
- Bottles
- Packages
Quantity Verification
- Kit Completeness
- Box Contents
- Component Counts
- Quantity Validation
Sorting
- Product Segregation
- Batch Classification
- Reject Sorting
- Production Routing
Industries We Serve
Automated product classification & counting for high-volume manufacturing
Orama Visual Classification & Counting helps manufacturers identify products, verify quantities, classify variants, and automate counting processes with consistent AI-powered accuracy.
Packaging
Verify package contents, count products, and automate packaging verification before shipment.
Logistics
Classify cartons, count shipments, and improve warehouse sorting and fulfillment accuracy.
Consumer Goods
Automatically classify products, verify kits, and count packaged items during production.
Food & Beverage
Count bottles, cans, cartons, and packaged products while verifying production quantities.
Electronics
Count components, trays, reels, and assemblies with consistent automated verification.
Industrial Manufacturing
Automate part counting, product segregation, and production routing across manufacturing operations.
Benefits
Why manufacturers choose Orama Visual Classification & Counting
Accurate Product Classification
Automatically identify products, variants, and components with consistent AI-powered accuracy.
Reliable Object Counting
Count products and components in real time without slowing production.
Reduced Manual Inspection
Automate repetitive counting and classification tasks to reduce operator workload.
Improved Inventory Accuracy
Verify quantities before packaging, storage, or shipment.
Faster Production Decisions
Provide instant classification results to support downstream automation.
Automated Sorting & Routing
Trigger sorting mechanisms and production workflows based on AI decisions.
Better Traceability
Store inspection results for reporting, audits, and process improvement.
Seamless Factory Integration
Deploy using existing cameras, PLCs, and industrial automation systems.
FAQ
Frequently asked questions
Next Step
Ready to Automate Product Classification and Counting?
Every production line has different products, variants, and quantity verification requirements. Orama's AI platform can be tailored to your manufacturing process, helping you classify products, verify quantities, and automate production decisions with confidence.
Project Fit
- Single station pilots or full multi-line rollouts
- Camera, PLC, and edge hardware aligned to your plant setup
- Traceability, dashboards, and pass or fail logic tailored to the line