FeatureLab is a powerful AI-driven software suite for marine and maritime professionals that rapidly processes large amounts of data from side scan, multibeam and synthetic aperture sonar and other sensors. The hardware-agnostic platform massively decreases manual workloads and enables teams to reduce target identification time by up to 90%.
The versatile software can be run fully offline, or deployed on the cloud or on edge devices. It integrates seamlessly with existing sensors and workflows, and allows users to annotate, train and deploy object detection models in a single pipeline with no coding required.
- Import Data – quickly import data in a wide range of formats, including sidescan and multibeam sonar imagery, point clouds, and remote sensing data, with no conversion or preprocessing required
- Annotate – FeatureLab supports object-level metadata, multi-class annotation, and automated validation, with an intuitive interface that makes it easy to build training-ready datasets for complex environments
- Train – in just a few clicks, FeatureLab automatically selects the right architecture based on your data type, and trains custom AI models tailored to your exact mission requirements
- Evaluate – check and refine model performance with detailed metrics and class-level breakdowns
- Deploy – seamlessly deploy your trained AI models on your existing infrastructure, then monitor results, collect new data, and retrain as environmental conditions and mission requirements evolve
FeatureLab is ideal for a wide range of marine and subsea industries and applications, including offshore asset and infrastructure inspection, bathymetric survey, and AUV/ROV/USV perception.
