SEM · MICROSCOPY · DEFECTS & COUNTING

If the eye can tell it apart, a model can learn it.

Hand MatMorph a micrograph and get the size, statistics and an annotated image for every particle and every crack in under a minute. Materials are where we started. If you can point to it on the image, we can train a model to find it.

Request access See the four cases
Original SEM imagePer-particle segmentation
ORIGINAL
MATMORPH
Cathode particles · size distribution
147 particles

Four analyses you can upload to today.

Each returns a per-object CSV, a summary JSON, an annotated image and a journal-style PDF report. All four below are real results on real samples. Nothing is retouched.

Particle size distribution
147 particles
Equivalent diameter, area, Feret diameter and aspect ratio per particle, with D10 / D50 / D90 and a histogram.
Porosity
porosity 2.83%
Separates particle from pore and reports the area fraction, optionally by radial zone, so you can see whether pores sit at the surface or the core.
Grain size and orientation
554 grains
Every primary grain inside a secondary particle: length, width, orientation and radial angle, with a length-width scatter and an orientation rose.
Crack and fracture detection
30 particles · crack area 6.0%
Marks cracked and fractured regions inside each particle and reports crack area fraction and perimeter. Compare before and after cycling to see where degradation lives.
BEYOND MATERIALS

If you can point to it on the image, we can train a model to find it.

SEM, optical microscope, industrial camera or a phone photo. Cracks, scratches, missing parts, foreign objects, counting, grading: anything an inspector can spot at a glance can become a model that runs an image in seconds.

Bring us your images
01
Solder joint and coating cracks
02
Surface scratches and contaminants
03
Fiber, cell and colony counting
04
Missing or misplaced components
05
Produce and bulk material grading
06
The one you haven't said out loud yet

Three ways to get results.

01 · WEB
Open a browser, upload, wait for the result.
Nothing to install, no environment to set up. GPUs run in the cloud, results are visible only to you and are cleared automatically after expiry.
02 · ON-PREMISE
Images never leave the building.
The same models packaged as a desktop program or an internal service. Runs on an ordinary CPU; no data touches the public internet.
03 · CUSTOM MODEL
Your samples, your defects, trained for you.
Send a few dozen images and your judgement criteria. We annotate, train, validate and deliver through either of the two options above.
PRICING
Custom
Priced per project, agreed together.

Web analysis, on-premise software and custom models differ in samples, image volume and delivery. No single price list fits every case.

Tell us what you need to detect, roughly how many images, and how you want to run it. We reply with a quote within one business day. Fixed price per project, no hidden fees.

Get a quote

Request access.

Access is by invitation. Leave your contact details and what you want to detect. We reply within one business day and set up your account.

MatMorph
SolutionsPricingLog inContact
© 2026 MatMorph