Automated Machine Vision Inspection for Tyre Sidewall Markings

Tyre sidewalls contain critical information that must be present, readable and correctly identified before the tyre moves forward in the production process. Tyre Sidewall Inspection uses machine vision to inspect and verify important sidewall markings, including OCR/OCV characters, DOT codes, tyre size markings, brand and model information, and Barcode/QR codes.

The inspection system captures the sidewall using industrial cameras and processes the acquired images to identify predefined markings and codes. Depending on the application, the system can perform character recognition, code reading, presence checks and visual verification to support automated quality inspection and product identification.

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What Does Tyre Sidewall Inspection Check?

A machine vision system can be configured to inspect multiple sidewall elements within a single inspection process. Key inspection applications include:

ocr_ocv_inspection in tyre sidewall

OCR / OCV Inspection

Read. Verify. Trace.

OCR/OCV inspection reads and verifies alphanumeric characters on the tyre sidewall. It can be used to check required markings and identify issues such as missing, incorrect or unreadable characters.

OCR focuses on reading the characters, while OCV can be used to verify characters against predefined information or expected marking patterns. This helps manufacturers automate the verification of critical sidewall information.

Typical checks include:

  • Character presence
  • Character readability
  • Character sequence
  • Expected text verification
  • Missing or incomplete characters
DOT Code Inspection

DOT Code Inspection

Verify Critical Tyre Identification.

The DOT code is an important identification marking on a tyre sidewall. Machine vision can locate and inspect the DOT marking and verify that the required code is present and readable.

Automated DOT code inspection can help manufacturers identify missing or unclear markings during production and support accurate product identification.

Inspection capabilities can include:

  • DOT code presence detection
  • Character reading
  • Code verification
  • Marking readability checks
  • Automated pass/fail inspection
Tyre Size Marking Inspection

Tyre Size Marking Inspection

Check Size Markings with Precision.

Tyre size information is one of the key markings displayed on the sidewall. Tyre size marking inspection uses machine vision to locate and verify the required size information.

The system can be configured to check whether the expected marking is present and readable, helping identify incorrect, missing or poorly defined size markings during production.
Typical inspection checks include:

  • Size marking presence
  • Character recognition
  • Expected size verification
  • Missing character detection
  • Marking readability
Brand marking inspection

Brand / Model Marking Inspection

Validate Brand & Model Information.

Brand and model markings provide important product identification information. Brand/model marking inspection can verify that the required branding and model information is present at the designated inspection area.

Machine vision can compare the captured marking with predefined inspection criteria to identify incorrect, missing or unreadable information.

Key inspection points include:

  • Brand marking presence
  • Model marking verification
  • Character recognition
  • Marking position
  • Readability checks
Barcode QR Code Inspection

Barcode / QR Code Inspection

Read Codes. Verify Data. Enable Traceability.

Barcode and QR code inspection enables machine vision systems to detect and read machine-readable codes positioned on the tyre sidewall.

The system can decode the available information and verify the code against predefined production or product requirements. This can support automated identification and traceability across tyre manufacturing processes.

Typical checks include:

  • Barcode detection
  • QR code detection
  • Code reading and decoding
  • Data verification
  • Code readability
  • Pass/fail validation

Automated Sidewall Inspection & Traceability

From Marking Inspection to Production Traceability.

Combining machine vision inspection with OCR/OCV and Barcode/QR reading allows multiple sidewall identification tasks to be performed within an automated inspection workflow.

The system can capture the tyre sidewall, inspect predefined marking areas, read available identification codes and generate inspection results based on the configured criteria.

This approach can support:

  • Automated marking verification
  • Product identification
  • Code reading
  • Data validation
  • Pass/fail inspection
  • Production traceability
  • Identification of defective or incorrectly marked tyres

Sidewall Marking Presence & Completeness

Ensure Every Required Marking Is Present.

Beyond reading individual characters and codes, a machine vision system can inspect the tyre sidewall for the presence of required identification elements.

Predefined inspection regions can be used to check whether critical markings are available in the expected areas. This helps identify missing or incomplete information before the tyre proceeds to the next production stage.

Presence inspection can cover:

  • DOT markings
  • Tyre size information
  • Brand and model markings
  • Barcodes
  • QR codes
  • Other predefined identification markings
Marking Quality & Readability Inspection

Marking Quality & Readability Inspection

Inspect Marking Quality Beyond Presence.

A marking may be present but still be difficult to read or verify. Tyre sidewall vision inspection can therefore be configured to evaluate the visibility and readability of important markings.

The system can identify visual conditions such as incomplete characters, unclear markings or insufficiently readable information based on the defined inspection criteria.

This allows manufacturers to go beyond simple presence detection and perform automated visual verification of critical sidewall information.

Need a Tyre Sidewall Inspection Solution?

Not sure which camera, vision system or inspection approach is suitable for your tyre sidewall application?

Share your tyre marking, inspection and production requirements with our team to explore a suitable machine vision inspection approach.

How Tyre Sidewall Inspection Works

A typical automated tyre sidewall inspection system follows a structured vision-inspection process:

1.

Image Acquisition

Industrial cameras capture images of the tyre sidewall as the tyre reaches the inspection position.

2.

Sidewall Marking Detection

The vision system identifies predefined regions containing DOT codes, size markings, brand/model information and machine-readable codes.

3.

OCR / OCV Processing

Characters are read and, where required, compared against predefined information or inspection criteria.

4.

Barcode / QR Reading

Machine-readable codes are detected and decoded to obtain the required identification information.

5.

Inspection & Verification

The captured information is evaluated against the configured inspection requirements.

6.

Pass / Fail Decision

The system generates an automated inspection result, allowing accepted and rejected tyres to be identified according to the defined criteria.

Why Use Machine Vision for Tyre Sidewall Inspection?

Manual inspection of multiple sidewall markings can become difficult when manufacturers need to inspect different characters, codes and identification elements across production lines. A machine vision approach allows predefined inspection criteria to be applied automatically to captured images. Multiple inspection functions, such as OCR/OCV, code reading and marking verification, can be combined according to the application’s requirements. Key benefits include:

Automated inspection of critical sidewall markings

OCR/OCV-based character verification

Barcode and QR code reading

Detection of missing or incorrect markings

Automated pass/fail decisions

Support for product identification and traceability

Consistent inspection criteria across production

Integration with automated production processes

Key Applications of Tyre Sidewall Inspection

Tyre Sidewall Inspection can be used across tyre manufacturing and quality-control applications where sidewall identification and marking verification are required.

Typical applications include:

  • DOT code verification
  • Tyre size verification
  • Brand and model marking inspection
  • OCR and OCV inspection
  • Barcode and QR code reading
  • Sidewall marking presence detection
  • Character readability inspection
  • Product identification
  • Automated pass/fail inspection
  • Production traceability

Tyre Sidewall Inspection for Automated Quality Control

A properly configured tyre sidewall inspection system can combine character inspection, code reading and visual verification in a single machine vision application.

From OCR/OCV and DOT code inspection to tyre size, brand/model and Barcode/QR verification, the inspection process can be configured around the specific markings and identification requirements of the tyre manufacturing application.

Orchid Technology can help manufacturers evaluate their inspection requirements and identify a suitable machine vision approach based on the application, marking type, inspection area and production environment.

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