Polymer film & membrane defects
Pinholes, bubbles, scratches, and coverage uniformity for films and membranes.
Example outputs shown for illustration. Numbers depend on your samples and protocol.
The measurement, today
Film and membrane inspection is manual and pass/fail, with no quantified defect density to trend.
From image to reviewed result
- 1
Calibrate the scale
Set spatial scale from a bar or known dimension. Every downstream number inherits real units.
- 2
Detect & segment
Segmentation models find the objects and regions of interest: grains, particles, pores, fibers, cells.
- 3
Measure
Quantify size, count, area fraction, density, and orientation. The metrics your method already defines.
- 4
Review the overlay
Inspect the result on every field. Adjust thresholds by hand; the change is logged with the output.
- 5
Export & compare
Publication-ready statistics, plus batch comparison across lots, conditions, and time points.
What you export
Related applications
Coating & film coverage
Quantify surface coverage, holidays, and uniformity for films and thin coatings.
Composite fiber orientation
Fiber orientation, void content, and ply defects from polished sections and CT slices.
Surface texture analysis
Texture, domain size, and anomaly heatmaps from microscopy, SEM, and AFM exports.
Send a sample image and a measurement goal
We will show the closest ConductVision workflow and flag what needs custom validation for your images.
