Cyngn's autonomous driver for commercial and industrial machines
Advanced machine vision analyzes data from multiple sensors, including lidars, cameras, and radars. Sensor fusion and artificial intelligence generate a lean and accurate representation of the objects and actors in the scene.
Multi-layer perception
A four-dimensional, high-abstraction representation of the environment is created to predict the movement and trajectories of vehicles and people, and enable modeling of scene dynamics across use cases. Cyngn utilizes high-definition semantic maps to enrich perception and decision engines with contextual information about the site.
Core autonomy algorithms
Cyngn’s autonomous driving software was built using in-house development and analytics tools. Then by leveraging fleet management systems and intrinsic simulation, Cyngn’s product development is data informed and production focused.
Beyond DriveMod
Data center & pipeline
Intrinsic Simulation
Performance Analytics
Safety Foundation
Cyngn’s system intelligently triggers event-driven data collection, which is used for developing machine learning models, and performing rigorous simulation and testing.
Beyond DriveMod
Data center & pipeline
Intrinsic Simulation
Performance Analytics
Safety Foundation
Cyngn’s intrinsic simulation framework, indistinguishable to the autonomous driving software from the real world, accelerates the development, testing and validation of software upgrades and new feature deployments, through performance and event data collected from production and testing fleets.
Beyond DriveMod
Data center & pipeline
Intrinsic Simulation
Performance Analytics
Safety Foundation
Cyngn’s data informed and driven development process involves measuring everything. From software impact modules on hardware resources, through performance of specific machine learning models to overall system driving capabilities and mission completion.
Beyond DriveMod
Data center & pipeline
Intrinsic Simulation
Performance Analytics
Safety Foundation
Cyngn’s on-board watchdog constantly monitors the performance of all sub-systems and reports performance indicators and events.
Beyond DriveMod
Data center & pipeline
Intrinsic Simulation
Performance Analytics
Safety Foundation
Multiple layers of sensors and algorithms are applied to ensure robust coverage and redundancy across the system.
