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Kvantron Smart
Platform for computer vision and industrial inspection systems
About the Software
Kvantron Smart — this is a software platform for building inspection systems based on computer vision, machine learning, and image analysis algorithms.
Based on Kvantron Smart, we develop solutions for automated quality control, measurement of sizes, defect detection, object classification, color analysis, code reading, label verification, and product rejection in real time.
The software can be used as a core for various industrial machine vision systems: from simple inspection stations to complex solutions with multiple cameras, industrial controllers, control cabinets, synchronization sensors, and actuators.
Registered Software
Kvantron Smart is a registered computer software product.
This confirms the legal status of the software product and its eligibility for use in industrial projects, documentation, supply contracts, technical requirements, and complex customer solutions.
Certificate of State Registration of Software for Computers
№ 2022669791
What Kvantron Smart Is Used For
Kvantron Smart is used as a basic software platform for creating inspection systems in industrial control tasks.
The software can enable the following solutions:
- control of product sizes and shapes;
- surface defect detection;
- control of edges, contours, and geometry;
- color and paint uniformity analysis;
- classification of products and defect types;
- control of raw materials, semi-finished products, and finished products;
- control of the presence, position, and orientation of items;
- package, label, and marking inspection;
- DataMatrix, QR code, and technology tag control;
- real-time product rejection;
- multi-camera image analysis;
- processing of 3D point clouds and data from 3D sensors.
Platform Approach Advantage
Kvantron Smart — is not a narrowly specialized solution, but a foundational software platform that adapts to a specific manufacturing process.
This allows for the rapid creation of various inspection systems on a single technology base.
One Software Product — Different Tasks
Based on Kvantron Smart, you can implement:
- PET preform quality control system;
- Automotive wheel control system;
- Raw material classification system;
- Filtration element control system;
- Product labeling control system;
- Material roll monitoring system;
- Packaging control system;
- Appearance-based sorting system;
- Product geometry measurement system;
- Surface defect detection system.
Key Kvantron Smart Capabilities
How Kvantron Smart Works Within an Inspection System
1. Data Acquisition
Images and data are obtained from industrial cameras, 3D sensors, infrared cameras, or other recording devices.
2. Preprocessing
The system improves images, compensates for distortions, stabilizes data, and prepares them for analysis.
3. Analysis
The software performs measurements, defect search, and analyzes form, color, brightness, contours, texture, or 3D geometry.
4. Classification
If needed, machine learning and neural networks are used to determine the object or defect type.
5. Decision Making
The system determines product status: good, defective, requiring additional verification or sorting.
6. Integration with the Line
Kvantron Smart sends signals to PLC, control cabinet, rejector, actuators, MES, SCADA, or other external systems.
Typical Inspection Complex Structure Based on Kvantron Smart
The solution may include:
- industrial cameras;
- lenses;
- specialized lighting;
- 3D cameras or profilometers;
- industrial computer;
- control cabinet;
- synchronization sensors;
- encoders;
- rejection actuators;
- production line interfaces;
- Kvantron Smart software.
The configuration is individually selected for the specific task, production line, product movement speed, accuracy requirements, and operating conditions.
Industrial Applications
Kvantron Smart can be used in various industries:
- food industry;
- packaging production;
- pharmaceuticals;
- plastic and PET preform production;
- metallurgy;
- machinery manufacturing;
- automotive industry;
- chemical industry;
- building materials production;
- wood processing;
- electronics;
- light industry;
- raw material and semi-finished product control.
What Tasks Can Be Automated
Kvantron Smart Advantages
Flexible Software Platform
The software adapts to various production processes and product types.
Support for Classic CV and Neural Algorithms
One solution can use both classic computer vision methods and modern neural networks.
Works with 2D and 3D Data
Kvantron Smart can be employed in image analysis tasks, 3D point clouds, and sensor data.
Production Integration
The software can be integrated into existing production lines and connected to industrial controllers, rejectors, and information systems.
Scalability
Based on one software core, you can create both local control stations and complex multi-camera inspection systems.
Registration and Legal Certainty
State registration of the software enables official use of Kvantron Smart in projects, contracts, and technical documentation.
Why This Is Convenient for the Customer
Using the Kvantron Smart basic platform helps reduce inspection complex development time, lower technical risks, and adapt solutions to specific production needs faster.
The customer receives not a scattered set of algorithms, but an industrial-grade software core that can evolve with changing production requirements.
Customized for Production
Each Kvantron Smart-based project is tailored to real operation conditions:
- product type;
- production line speed;
- accuracy requirements;
- lighting conditions;
- product material;
- defect types;
- reject requirements;
- report format;
- integration with customer equipment.
Implementation Results
Implementing an inspection complex based on Kvantron Smart allows you to:
- automate quality control;
- reduce defect rates;
- improve product stability;
- eliminate subjectivity in manual inspection;
- ensure 100% product verification;
- detect defects in real time;
- accumulate quality statistics;
- quickly find causes of technological deviations;
- increase production process transparency.
Kvantron Smart — The Unified Foundation for Diverse Inspection Solutions
Kvantron Smart enables creation of industrial machine vision systems for various tasks: from simple object presence detection to advanced defect classification using neural networks and 3D analysis.
We use Kvantron Smart as the base software for developing inspection complexes tailored to customer requirements.
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