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Packaging Accessories Presence/Absence Inspection

Verifies that all required accessories are complete inside the packaging, covering accessory kits, cables, tools, instruction manuals and other items.

inspection Overview

Packaging Accessory Presence/Absence Inspection: Accessory Verification Station Before Cartoning
Packaging accessories presence/absence inspection Object Characteristics → Inspection Difficulties → Visual Judgement Method → Applicable Algorithm → Optical Considerations → OK/NG Output
Quick answers

Packaging accessories presence/absence inspection: verifies whether all accessories that should be in the packaging are complete, covering accessory bags, cables, tools, instruction manuals, and other items. The judgement usually does not check details such as threads or dimensions, but rather Whether the visual feature at that position exists and matches expectations, output OK / NG and interlock with the production line.

Verifies that the accessories that should be in the package are complete, covering accessory bags, cables, tools, instruction manuals and other items.

The feasibility of "packaging accessories presence/absence inspection" depends on Whether the visual features of the object are stable and distinguishable, as well as the on-site optical and tooling conditions. Each item is expanded below in the order commonly used in inspection engineering.

PresenceCore acceptance criteriaWhether the part is in place at that position
Position-by-position verificationInspection MethodJudge by position number / region separately, then combine the results
OK/NGResult OutputDirect integration with PLC and actuators
6communication methodI/O · TCP · RS485 · Modbus · S7 · Profinet

Object Characteristics

How the object appears in the image

  • Many accessory types with large form differences
  • A single inspection may need to verify several types of items at the same time
  • Some accessories are close in color to the inner liner
  • Packaging forms vary: boxes, bags, trays, foam and more

inspection Challenges

Where Problems Really Occur on Site

  • Multiple objects verified in the same field of view require separately defined regions
  • Dark foam inserts can swallow dark accessories
  • The clear film of bagged accessories can cause reflections
  • Attachment position may vary

Vision Judgement method

How acceptance criteria are set and why

Packaging Accessories: OK and NG Status Comparison DiagramDiagram of the two judgement states for packaging accessories, illustrating the output format of visual presence/absence inspection.OKIn Place · OKNGMissing · NGDashed contour = this position "should be present but was not detected", i.e. NGInspection zones are divided position by position according to the assembly drawing, and the part-level conclusion is composed after judging each position
Packaging Accessories | Judgement State Illustration — left: "part present at this position, judged OK"; right: "should be present but not detected, judged NG".

By Attachment list Set an inspection zone for each item, judge whether each type of attachment is present, and finally combine them into a single order result.

Template matching can be used for accessories with a fixed shape; for those with variable shapes (such as cables), regional features or texture statistics are recommended.

Applicable algorithm

Choose by the Form of the Acceptance Criteria, Not by Complexity

Multi-region verification

Judge item by item against the checklist and combine the results

Template / Feature Matching

Use templates for attachments with a fixed shape and features for variable shapes

Optical Precautions

Imaging conditions set the upper limit of feasibility

  • For dark liners, diffuse light reduces the effect of light absorption, or a light-colored liner can be used instead
  • For bagged accessories, watch out for reflections from the clear film; adjust the angle to avoid specular reflection
  • When several objects share the field of view, illumination uniformity matters more than absolute brightness

OK / NG Output

How results are judged and passed to the production line

Visual inspection judgement chainThe complete chain from image acquisition to OK/NG judgement and PLC interlocking.image acquisitiontrigger captureTarget Positioningtemplate matchingfeature recognitionAlgorithm JudgementResult JudgementOK / NGindustrial communicationPLC interlockingRelease OKRejection / NG AlarmEvery step's result retains the image and judgement item, for traceability and review
Inspection Judgement Chain — Acquisition → Positioning → Recognition → Judgment → Communication interlocking; the entire chain runs locally on the machine.
Inspection Statusjudgement Interlocking Action
All accessory list items presentOKrelease
Missing accessory presentNGIntercepted as a missed item; re-inspection after the part is added
Accessories do not match the listNGTreat as wrong part
Judgement thresholds must be set according to the site's tolerance for Escapes and false calls tolerance setting: the costs of the two sides are usually asymmetric, so the threshold should be biased toward "whichever side is less acceptable".

Applicable Industry

This type of inspection is common in the following industries

Common Question

The most common questions about this object

How Many Accessory Types Can Be Verified at One Time?

It depends on the field of view coverage and how clearly each type of accessory can be imaged. The more items there are and the more scattered they are, the more cameras or the larger the field of view required. We recommend listing the complete inventory first, and then assessing how many inspection points are needed.

How Do You Inspect Accessories Like Cables Whose Shape Is Not Fixed?

Exact template matching is not suitable; a regional presence/absence judgement is more robust: determine whether a target matching the cable characteristics (slender, curved, specific color) exists in the region where the attachment should be.

What are the acceptance criteria for this object?

Set inspection areas item by item according to the attachment list, judge the presence/absence of each type of attachment separately, and finally combine the results for the whole order.

What are the illumination requirements for this type of object?

For dark liners, diffuse light is recommended to reduce the effect of light absorption, or switch to a light-colored liner. For bagged attachments, watch for reflections from the transparent film and adjust the angle to avoid specular reflection.

What Are the Inspection Accuracy and Minimum Detectable Size?

It depends on the combination of field of view and camera resolution, and is affected by the lens, illumination and algorithm. To be added — the configuration must be derived from your minimum defect size, subject to the results of a measured sample trial.

How Do We Verify That Our Product Can Be Detected?

Please provide the complete accessory list and a fully packed sample (including known missing items).

Submit sample testing

Please provide the complete accessory list and a fully packed sample (including known missing items).

JPG / PNG supported, multiple files allowed
Each file must not exceed 20 MB
    JPG / PNG supported, multiple files allowed
    Each file must not exceed 20 MB
      JPG / PNG supported, multiple files allowed
      Each file must not exceed 20 MB
        A solution engineer will contact you within 1 business day after submission

        Need to assess imaging conditions, defect criteria and cycle time item by item? Go to the Full Requirement Assessment →

        Send Us Your Workpiece and We Will Show You the Measured Results

        Provide several OK and NG samples, and the solution engineer will run actual imaging and judgement tests on the equipment, then give inspection configuration recommendations that can be implemented, rather than just reading a specification table.

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