Edge Cases – Unique scenarios are critical for model accuracy and safety, but rarely seen in the real-world and often unsafe or impossible to capture
Observability – Changes to a perception model can have unintended consequences that are not observable until tested in the real-world
Safety – Crashes can lead to litigation, regulatory scrutiny, and diminish brand perception
Solution – Continuously evaluate both standard and edge-case scenarios in a virtual world designed to mimic the real-world
New drone sensor rigs, and sensor types require recapturing sensor data, labeling, curation, and QA
Entering new geographic markets requires new data and overcoming regulatory hurdles
Regulation is constantly changing and evolving requiring rework to perception models
Solution – Generate the scenarios, test suites, and datasets you need in days, not months
New drone sensor rigs, and sensor types require recapturing sensor data, labeling, curation, and QA
Entering new geographic markets requires new data and overcoming regulatory hurdles
Regulation is constantly changing and evolving requiring rework to perception models
Solution – Simulate new camera configurations, enviornments, and scenarios by updating code, not recapturing data