Fabric inspection (4-point)
Detect fabric defects, assign demerit points by size, and total them per 100 square yards.
Example outputs shown for illustration. Numbers depend on your samples and protocol.
What you get
The measurement, today
Rolls are graded by eye on a lit table at speed. Small defects are missed, severity calls drift between inspectors and shifts, and the roll grade is only as reproducible as the person assigning it.
What it costs
Points per 100 square yards decide whether a roll ships, is downgraded to seconds, or is rejected outright. A missed defect reaches the cutting table, where its cost is multiplied by every panel cut from the roll.
From image to reviewed result
- 1
Scan the roll
Feed line-scan frames or inspection-table images across the full fabric width.
- 2
Detect and classify
Multi-class detection separates holes, slubs, broken ends and picks, floats, and stains from weave texture.
- 3
Score by size
Each defect earns 1 to 4 penalty points from its measured length. No single defect exceeds 4 points, and no linear unit exceeds 4 points regardless of how many defects it holds.
- 4
Total and dispose
Points are normalised per 100 square yards and checked against the acceptance threshold you agreed with the buyer.
Scope: Assigns demerit points from detected defect size, following the four-point convention. Acceptance thresholds are set between you and your buyer, and final roll disposition stays with the inspector.
Related applications
Textile pilling grade
Predict an ISO pilling grade from a fabric image, with density and the features behind the call.
Polymer film & membrane defects
Pinholes, bubbles, scratches, and coverage uniformity for films and membranes.
Fiber & inclusion analysis
Count and size fibers and inclusions, with area fraction and class breakdowns.
Send a sample image and a measurement goal
We will show the closest ConductVision workflow and flag what needs custom validation for your images.
