MIND Spectral Ai
Spectral Ai - Dual Monitor Display

Cutting edge sonar software suite for data management, annotation, mapping and CNN for automatic target recognition.

The Spectral Ai Software Suite includes Scribe, Nexus, and Scribe ATR

Scribe analyzes and displays your Klein sonar data.

SpectralAi Scribe is a revolutionary new feature-rich application which affords the user the ability to efficiently and intuitively interact with Klein side scan sonar data. Create a project from previously acquired sonar data and review in traditional waterfall Playback or use the Preview to migrate to areas of interest. Data can be viewed in full native sonar resolution using the Zoom feature to investigate features or targets in detail.

Customized layouts provide users the flexibility to adapt to different workflows and tasks. Esri database or raster background charts are supported in the Map display together with survey tracks and custom point data visualization.

Advanced Target Management enables annotation, mensuration, management, filtering and reporting whilst visualized directly in the Waterfall and Preview as well as geospatially on the Map. All display widgets have temporospatial synchronization enabling full user data immersion. Scribe sets the new standard for interacting with Klein side scan sonar.

Spectral Ai - Scribe

Nexus is used to train models that Scribe ATR then employs to find new classes of targets in your Klein sonar data.

Spectral AI - Nexus

SpectralAi Nexus employs Deep Learning Technology to convert your Scribe target annotations into a trained Convolutional Neural Network (CNN) model. These models are then used for automatic target recognition (ATR) processing of survey data. The models generated are proprietary to the organization and data. As targets are annotated from additional survey data, Nexus will continually improve the models by re-training in Nexus. Best of all, Nexus requires no internet connection! Nexus runs on local NVIDIA GPU based hardware.

Nexus provides comprehensive target management enabling multiple projects to be merged into a single solution. The targets from each project are loaded into the Target Catalog and Target Editor. The Target Catalog filters and refines the final target dataset used to train the CNN model. Nexus also enables further target editing prior to training and will display a target in context in a high-resolution waterfall display.

After training, run your model in Scribe ATR to find targets automatically.

SpectralAi Scribe ATR expands Scribe’s user experience with the addition of an ATR toolbar. The Scribe ATR toolbar adds Deep Learning Technology to automatically detect and classify targets in Klein side scan data. It uses the CNN models created by Nexus to process data in a fraction of the time it would take a person to review, and target annotate the data. For example, a 2-hour survey with 103,000 pings can be fully processed in 12 minutes (on NVIDIA 3090, 10X real time!).

Scribe ATR is a force multiplier for survey work, reducing the overall time required to classify targets in Klein side scan data. Like Nexus, Scribe ATR requires no internet connection. Scribe ATR will run in near real-time, batch mode, or scripted command line, at sea, or in an office environment.

Spectral Ai - Scribe ATR

Spectral Ai moves you from a manual workflow to an automated workflow saving you time and money.

Other Use Cases

Training/Testing New Operators

Can you “beat” the ATR?

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.

Find Missed/New Objects In Old Data

Running in batch mode the system can process previously collected SSS data and detect objects that may have been missed

Expand ATR Capabilites

Train the ATR to find new types of objects

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.

  • Scribe Lite
  • Scribe Pro
  • Nexus
  • Scribe ATR
Features Scribe LiteScribe ProNexusScribe ATR
Klein SDF FIle Support
Project Management and Geodesy
Ultra-High Definition (UHD) Waterfall (with zoom feature)
Auxillary UHD Waterfall
Waterfall Image Processing and Mensuration
Target Editor and Mensuration
Target Catalog and Management
Survey Data Preview
Ping Information
Towfish Sensor Data Plots
Survey Notes (Bookmarks)
Data Review Auditing
Temporospatial Synchronization of Application Windows
Survey Data Jump To (time, ping, target, note, position)
Esri Powered Background Map Database
Custom Raster and MapTech Background Charts
Map Window Survey Information and ASCII Object Import
Export Auditing Report
Export Target PDF Report
Export ASCII Targets
Export UHD Waterfall Imagery with Range Scales
Export Standard Resolution Imagery with Range Scales
Automatic Target Detection (ATR)
Multi-Project Support (Solutions)
Training ATR Models
Exporting ATR Models

Cutting edge sonar software suite for data management, annotation, mapping and CNN for automatic target recognition.