AI Data Operations
Transform side-scan, multibeam, and forward-looking sonar data into annotated, AI model -ready training data that enables consistent and reliable underwater object detection, classification, segmentation, tracking, and mapping. Built on secure, dependable data processes for mission-critical maritime and defence applications.
Capabilities
Accurate annotation of sonar data for the detection, classification, mapping, and tracking of underwater environments and targets.
CAPABILITY / 01
Our sonar data annotation experts identify and classify objects within sonar point returns, accounting for acoustic shadow, target strength, and range-dependent distortion, so the resulting labels reflect what the sensor actually captured rather than an assumed optical equivalent.
Our sonar data annotation experts mark the presence and location of targets across sonar frames using bounding boxes calibrated to sonar resolution, providing the foundation dataset for AI detection models trained on acoustic imagery.
Our sonar data annotation experts label objects and seabed boundaries at the pixel or region level within sonar imagery, supporting models that need precise shape and extent data rather than a simple presence or absence label.
Our sonar data annotation experts assign category labels to detected objects, for example distinguishing between debris, marine life, structures, or vessels, based on established classification schema agreed with the client before annotation begins.
Our sonar data annotation experts record range and bearing information associated with each detected object.
Our sonar data annotation experts track identified targets across consecutive sonar frames or video sequences, maintaining consistent target identity through occlusion, acoustic dropout, and orientation change.
Our sonar data annotation experts label seabed features, terrain boundaries, depth variations, and underwater structures.
HAVE A SPECIFIC REQUIREMENT?
Tell us what your model needs. We’ll help you scope the annotation capabilities that fit your project.
Backed by deep domain expertise across 20+ industry verticals, we collect and annotate data your models can rely on.
We audit, correct and validate auto-annotated aerial data against your guidelines before it reaches your training pipeline.
Whether you need precisely annotated training data, real-world data collection, a dedicated in-house team, or other staffing solutions, Qualitas Global delivers all three under one roof. Backed by over a decade of experience, we back every engagement with a risk-free 2-day pilot before you commit.
