A standardized calibration process delivering farm-specific accuracy.

Understanding the Challenge

Accurate biomass estimation is essential for efficient aquaculture production management. Real-time knowledge of average fish weight (AW) allows producers to optimize feeding, plan harvests effectively, and forecast production with confidence.

However, every farming site has its own biological and environmental characteristics.
Differences in growth rate, feed regime, and genetics affect fish morphology and how individuals appear in stereoscopic imaging.
Generic AI models that apply uniform assumptions cannot consistently achieve high accuracy across such diverse production conditions.

Adapting AI to Each Farm

At aquaManager, we believe that AI technology should adapt to the production reality of each farm.

Our stereoscopic camera system combines image-based biomass measurement with a proprietary calibration methodology that adjusts the AI model to the customer’s specific production characteristics.
Through this process, the model adapts to the morphological patterns and growth profiles of each population, enhancing precision under real operating conditions.

The calibration process is standardized, quick, and included as part of the service.
It requires minimal effort from the farm team and ensures that the estimator operates accurately within each customer’s environment.

Comparison of weight estimation accuracy before and after AI model calibration. Average deviation improved from 5.7% to 2.0%, confirming a 65% increase in precision.

Why Customization Matters

The improved accuracy of calibrated models supports measurable benefits:

  • Better feeding control → more precise biomass estimation reduces feed waste.
  • Improved harvest planning → more reliable weight data supports scheduling and logistics.
  • Higher consistency → estimations remain stable across different growth stages and environmental conditions.

The process is standardized, repeatable, and seamlessly integrated into the service workflow — ensuring every client benefits from an AI system tuned to their specific reality.

Differentiation Through Customization

This approach sets aquaManager apart from generic market solutions.
Rather than offering a one-size-fits-all estimator, we deliver a customized AI solution, adapted to the biological and operational profile of each production site.

Each calibration further refines the system’s understanding of that environment, ensuring continuous performance improvement over time.

Learn More About Customized AI Solutions

Learn more about how AI model calibration enhances precision in biomass estimation.
📄 Read our white paper: Download the full report for detailed insights into model adaptation and accuracy improvement.
✉️ Get in touch: Contact our team to discuss how this technology can be applied and tailored to your production environment.