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Machine vision and
machine learning

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TECHNOLOGY

Effective solution of production control and management tasks

Monitoring the correct operation of components and aggregates

The level of intelligence of machine vision systems today is so high that it allows you to easily and quickly solve many problems of control and management of production, which a few years ago had only to dream about, or it was considered exclusively the prerogative of human. Machine vision systems based on smart cameras and sensors, as well as special image processing algorithms, can improve any industrial process — increase the speed of production, reduce the number of defects, and reduce costs. The use of modern machine learning technologies raises the intelligence of machine learning systems to the human level. The system trained on the initial data set can be further trained, which means, improve its efficiency without reprogramming the main algorithm.

Product safety guarantee

  • Identification of anomalies
  • Packaging quality checking
  • Reduction in the volume of low-quality products

Quality and brand protection

  • Product and packaging quality guarantee
  • Product tracking
  • Prevention from “packaging mix-up”
  • “Net weight” guarantee

Productivity improvement

  • Increasing the speed of the production lines
  • Reducing the cost of manual labor
  • Quick changeover during manufacturing a wide range of products
COMPANY

Technological Capabilities

Deep competencies in the field of machine vision and machine learning, technological capabilities of reproducing new smart products.

COMPANY

Competent Team

A well-established team with knowledge of modern technologies and vast experience in project implementation in various branches of industry.

COMPANY

Technical Support Of Clients

At the initial stage of the project, its technical expertise is carried out, assistance is provided in the selection of equipment. Training is conducted to work with software and equipment. Technical support is performed.

COMPANY

Use Of Artificial Intelligence

The developed systems of the company are based on both our solutions powered by neural networks and deterministic algorithms for image analysis, and algorithms from the world leader in the field of machine vision

SCOPES
SCOPES

Detection And Identification

Search for products and parts

  • Localization of objects
  • Positioning of automatic devices and robots

Counting Objects

  • Counting finished products on the conveyer belt
  • Counting products in a package
  • Control of the presence/absence of products

Identification by color

  • Identifying color deviations
  • Identifying missing or redundant components by color
  • Determination of the color of parts for detection, measurement and counting
SCOPES

Quality Control

Integrity Control

Erkennung von Löchern, Rissen und anderen Integritätsstörungen

Detection Of Defects

  • Detection of visible defects on output products and packaging
  • Defect classification

Quality Control Of

Products Raw materials Supplies

SCOPES

Labeling Reading

Reading And Checking Labeling

  • Reading alphanumeric labeling
  • Reading 1D and 2D codes
  • Reading DPM labeling
  • Reading embossed text labels Reading non-standard labeling

Multiple Code Readings

  • Reading up to several hundred codes in one image
  • Formation of the coordinate system of codes on the image

Verification Of Codes

Assessment of the quality of coding in accordance with international standards

SCOPES

Assembly Control

Completeness Control

  • Completeness check during or after product assembly
  • Checking the presence of products in the package
  • Checking for the presence of design elements

Placement Control

  • Checking the correct placement of product components
  • Checking the correct placement of products in the package

Control Of Availability And Placement Packaging Elements

Monitoring the safety of seals, the presence of a lid, label, and any visible element packaging

SCOPES

Tracking

Labeling

  • Printing checking information on a product or packaging
  • Checking print quality according to quality standards

Serialization

Assigning a unique identification code to each product or each consumer package

Aggregation

Formation of a transport package code linked to the codes of serialized products or secondary packages that are contained in it

Tracking Of The Product

  • Identification of products by labeling and/or appearance
  • Control and accounting of products at technological stages
  • Photo and video recording of all products in the database
SCOPES

Dimension And Shape Control

Boundaries Inspection

Searching the deviation of the position of boundaries and contours

Measurement Of Critical Product Dimension

  • Measurement of geometric dimensions of products, corners
  • Comparison with the standard and verification of tolerances.Verification compliance with the specified characteristics

Shape Inspection

  • Checking for holes and other 2D shapes
  • Comparison of the 2D product shape with a measurement standard
  • Determination of the 3D shape and its deviations from the standard
WHAT WE DO

Feasible Activities

WHAT WE DO

Pre-project work

  • Pre-project survey
  • Preparation of technical specifications and other project documentation

Delivery and adjustment of hardware

  • Delivery, installation, adjustment, and commissioning of all supplied machine vision equipment

Service and warranty handling

  • Consulting and engineering support
  • Warranty and post-warranty service

Software development

Development of both individual modules and distributed information systems with a modern user interface

Completed Projects

Video Control And Accounting Of Motor Vehicles

Automarshal — Motor Vehicle Access Control System To The Territory Of The Industrial Enterprise

Solvable Tasks: Security staff work automation Reducing the time for making decisions on the admission of each specific car to the territory of the enterprise Prevention of theft by photographing vehicle and cargo Preservation of information about all entering and leaving cars, statistics and reports Integration with current information systems at the enterprise and automation of business processes through the use of information about the movement of vehicles

Inside Facility Counting Of Railcars

The task is to record the numbers of railcars arriving and leaving the territory of the enterprise. The data on the movement of railcars must be transferred to the accounting system of the enterprise. AXON specialists have proposed a solution using two convolutional neural networks. The first network determines the presence of a railcar in the frame, the direction of movement and the position of the railcar number in the frame. The second neural network performs railcar number recognition. The data is transmitted to the accounting system of the enterprise in real time mode.

Accounting Of Railcars, Containers, And Tanks

HARDWARE AND SOFTWARE COMPLEX FOR IDENTIFICATION AND INSPECTION OF RAILCARS
A family of solutions for the identification of railcars, management of product shipment by railway transport, a commercial inspection of railcars, control of the movement and location of railcars. Solutions based on the platform of the railcar number recognition system and solving the problems of metrology, logistics, and security services. Video monitoring and accounting of railcars, containers, and tanks.
SOLVABLE TASKS: Exclusion the human factor Full control of railcar movement Transparent shipment via railcar scales Reducing costs and non-returnable losses Speeding up the registration of documents for railcars

Packaging Tracking

The system analyzes the quality and readability of labels on the individual packaging of the product. Monitors the actions of personnel on the conveyor belt (manual removal/addition of finished products, packaging control). Reads QR codes and transmits data to the system for traceability of the composition of packages of finished products. Customers — enterprises producing construction supplies.

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CONTACTS
CONTACTS

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Address

127015, Yekaterinburg,
ul. Roses of Luxembourg 69/2 of 4

Phone

+ 7 (343) 567-45-30