STOM · Cloud analysis platform

From raw stomatal images to breeding-ready trait tables.

STOM is the AI analysis engine behind MIAtecs. Upload your STOMmini captures and get structured, quality-controlled measurements — density, size, aperture, spatial distribution — enriched with climate context, ready to export into your breeding pipeline.

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Product tour

See STOM analyse a real dataset

STOM in the workflow

From species model to decision-ready output.

STOM supports model development, project deployment, dataset validation and the final delivery of usable results.

01MIAtecs

Annotate & train

A dedicated model is built around the species, image characteristics and targeted stomatal pattern.

< 48 hours
02MIAtecs + client

Validate performance

Detection quality and trait consistency are reviewed against the intended scientific use.

Ready-to-scale milestone
03STOM

Configure the project

Structure experiments, plants, genotypes, treatments, dates and metadata.

04STOMmini + STOM

Quality control

Combine acquisition guidance with automated and dataset-level validation.

05STOM

AI trait extraction

Run species-specific detection, measurement and spatial analysis.

06STOM

Explore & export

Compare groups and deliver documented, plot-keyed trait tables.

07STOM + MIAtecs

Comprehensive report

For selected projects, combine QC, trait distributions, rankings and interpretation in a complete report.

Trait extraction

Every stoma detected, measured, and scored.

Species-specific AI models locate each stoma and return density per mm², guard-cell length and width, aperture, and orientation — with per-image quality control so you can trust the numbers before they reach your selection index.

  • ✓ Density, size & aperture per image
  • ✓ Automatic outlier & blur flagging
  • ✓ Reviewable overlays on every detection
STOM trait extraction interface
Quality Check pipeline showing accepted and rejected stomatal images
Quality Check Pipeline

Only protocol-compliant images move forward.

Before AI trait extraction, the acquisition dataset is reviewed through a dedicated Quality Check protocol. Each image receives a clear status, helping operators identify what is usable and what should be reacquired.

Blur rule: Blurred stomata are automatically excluded from trait extraction. If blur affects more than 30% of an image, the entire image is rejected and must be recaptured.

Climate context

Traits, side by side with the climate that shaped them.

STOM pulls VPD, growing-degree-days and rainfall for each acquisition site and date, so you can read stomatal traits against real environmental pressure — the foundation of climate-adaptive selection.

STOM climate context interface
STOM export and integration interface
Export & integrate

Structured data that drops straight into your pipeline.

Export clean, documented trait tables (CSV / Excel) keyed to your plot and genotype IDs — no manual re-keying, no black box. Your data stays yours, ready for the selection tools you already use.

STOM MOBILE

Acquisition moves
with your team.

Open STOM Mobile and access your projects, experiments and key indicators directly from the field.

STOM Mobile main interface
Main interface
Join and explore a STOM project
Join & explore your project
Follow current acquisitions in STOM Mobile
Follow current acquisitions
Field capture and tracking mode
Field capture & tracking
Flexible input

STOM also works without STOMmini.

Already have stomatal images? STOM analyzes them regardless of source — no need for the STOMmini kit to get usable data.

Stomata acquired with Field-Dino
01 / 03
From image to traits

From raw image to quantitative traits.

See how STOM turns a raw apricot leaf image into reviewable detections and structured measurements.

Raw apricot leaf stomatal image Apricot leaf with individual stomata detected by STOM Apricot leaf with stomatal clusters detected by STOM RAW IMAGE

This first compatibility map will evolve as new species-specific models and protocols are validated.

Yes Available No Not available ? To confirm N/A Not applicable
SpeciesStomatal
density + size		Stomatal
clustering		Stomata open/close
dynamics		Trichome density
+ clustering		Leaf venation
pattern		Areole
size

Ready to see STOM on your own species?

Most engagements start with a paid Phase 1 proof-of-concept on your material.

Get in touch