Geology, minerals & porous

Crack detection & growth

Crack segmentation, length, width proxy, and growth over time for lab specimens.

Modalities:OpticalSEMMacro

12.4 mm

Length

40 µm

Width

Branches

Example outputs shown for illustration. Numbers depend on your samples and protocol.

What you get

Crack mask

Length

Width proxy

Growth rate

Branch points

Crack mapping by hand is slow and cannot keep pace with time-lapse durability studies.

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.

Segment rust by class, count pits, and track coverage across time points.

Pores, cracks, fusion boundaries, and bead geometry from macro and microscopy.

$SEM-like fracture surface with ductile dimples and cleavage features$

Segment ductile dimple, cleavage, fatigue, and intergranular regions on fracture surfaces.

We will show the closest ConductVision workflow and flag what needs custom validation for your images.