Technology

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-level 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 creates synthetic data that is indistinguishable from the real world to the autonomous driving system. We accelerate our development, testing, and validation of software upgrades and new future deployments by leveraging performance and event data collected from production and test 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, performance of specific machine learning models, and 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.

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