First release 0.1 beta

The end-to-end hyperspectral AI platform.

Annotate hyperspectral images and train models with HyperLabel and HyperIA. HyperDrones is coming soon — one platform as modules roll out.

Secure pipelineProduction-ready metrics

Accuracy

90.82%

F1

85.47%

Kappa

87.51%

HyperIA training dashboard showing model metrics and spectral chart
Interreg MAC 2021-2027 - Territorial CooperationUnión Europea - Fondo Europeo de Desarrollo RegionalIUMA - Instituto Universitario de Microelectrónica Aplicada, ULPGC

The workflow

How H2M works?

Ready to use

Step 01 — Labeling

HyperLabel

Upload hyperspectral images and annotate them with precision using polygons or bounding boxes. Advanced multi-spectral layer support.

  • Polygon Annotation
  • Material Spectral Library
Ready to use

Step 02 — Intelligence

HyperIA

Convert labeled data into ML-ready datasets and train models to detect plastics, corrosion, and complex material signatures.

  • Model Architecture Select
  • Spectral Fingerprint Training
Coming soon

Step 03 — Deployment

HyperDrones

Upload drone flight data and run inference on hyperspectral imagery in real-time or post-processing missions.

  • Real-time Edge Deployment
  • Flight Path Analytics

Applications

Real-world spectral intelligence for industrial and environmental workflows.

01 Plastic Detection

Detect and classify plastic pollution in complex environments. Our AI leverages unique spectral signatures invisible to standard RGB cameras to identify polymers even in challenging conditions.

02 Corrosion Inspection

Detect corrosion before it spreads. Hyperspectral analysis reveals early-stage chemical oxidation in metal structures, enabling preventative maintenance and significant cost savings.

Hyperspectral imagery: crystalline materials and corrosion inspection with analysis overlay

Spectral analysis

Real-time feed

94%

Classification accuracy

Start building with hyperspectral AI today

From labeling to drone-based inference, H2M gives you everything you need to unlock the deep secrets of Earth science.

H2M

© 2026 H2M Hyperspectral AI. Precision intelligence for deep Earth science.