Myriad ROI Detection Toolkit

Myriad is a fault-tolerant distributed computing framework for creating Region Of Interest (ROI) detection applications. Developed by Emphysic, Myriad provides signal / image processing, machine learning, and concurrency functionality all in a single library.

In 2016 NASA funded the development of a Myriad-based system for automatically detecting indications of structural damage in large Nondestructive Testing (NDT) datasets.

We've put together a demonstration of this system that goes all the way from picking training data to searching for damage:

Potential Applications

• Face detection
• Pedestrian tracking
• Object identification
• Obstacle avoidance

Features

• A variety of signal/image processing operations and feature detection operations
• Machine learning capabilities courtesy Smile and Apache Mahout
• Fault-tolerant concurrency courtesy Akka
• Experimental support for hardware acceleration (AMD Radeon, NVIDIA GeForce, etc.) courtesy Aparapi

Licensing

Licensed under the Apache 2.0 License

Additional Resources

• Myriad Home Page
• Frequently Asked Questions
• Sample Code and Videos

Contact Us

Questions? Comments? Suggestions? Drop us a line.