Members Profile

Members
AAI

Automotive Artificial Intelligence (AAI) GmbH

Tool Vendor / Service Provider

The Automotive Artificial Intelligence (AAI) GmbH has been founded in 2017 in Berlin by experts coming directly from the automotive industry. We grew up to round about 100 employees up to now.
Our mission is to Create a Replica of the World with the focus to speed up the development of advanced driver assistance systems and highly automated driving.
Our software products & services stand for realistic simulations of environment, traffic and sensors. The benefit for Automotive OEMs and suppliers is an early, fast, safe and cost-efficient testing of driver assistance systems and automated driving.

ASAM related products

AAI Scenario Cloning & Extraction

Type

Digitalisation and analysis service for tests in simulation

Functionalities

We take raw data from physical test runs (data lake) and create digital clones of those test runs (OpenDRIVE and OpenSCENARIO), so that ADAS and automated driving functions and sensors can be tested and optimized in simulation early, fast, safe and cost-efficient. With our analysis tool we can also extract critical scenarios of endurance test runs and generate test drive quality reports.

Supported ASAM Standards

ASAM OpenDRIVE® , ASAM OpenSCENARIO® , ASAM OSI®

AAI Intelligent Traffic

Type

Software module - traffic simulation, naturalistic behavior

Functionalities

Our simulated traffic agents act individual and unforeseeable - because random-/AI-based - to challenge the test vehicle with its functions and sensors during endurance test runs. Different aggressiveness levels play a role as well as different cultural backgrounds. So we provide real-life traffic for virtual software tests (SiL) as one can observe it, standing on a real road. With our software ADAS and automated driving functions and sensors can be tested and optimized in simulation early, fast, safe and cost-efficient.

Supported ASAM Standards

ASAM OpenDRIVE® , ASAM OpenSCENARIO® , ASAM OSI®

AAI Sensor Simulation

Type

Service to create sensor models and 3D assets for testing sensors in simulation

Functionalities

We create sensor models of camera, LiDAR and (planned for 2021) radar to validate in simulation, if they see, what they should see. Therefore we also generate 3D assets and digital twins with all physical material and surface characteristics that have impact on the sensors for ADAS and automated driving. With our service sensors for ADAS and automated driving systems can be tested and optimized in simulation early, fast, safe and cost-efficient.

Supported ASAM Standards

ASAM OSI®

AAI Data Labeling

Type

Image segmentation service

Functionalities

The quality of available training data is a crucial factor in the development of recognition systems based on artificial intelligence. So we offer services, that can be summarized by object detection and image segmentation: - Clustering & Segmentation - Region-based Segmentation - Mask Generation Segmentation - Edge Segmentation - 2D & 3D Bounding Boxes - Semantic Segmentation - Layer-based Segmentation With this semi-automated service we can support the automotive branche and many other branches.

AAI ReplicaR

Type

Simulation platform

Functionalities

AAI ReplicaR is the platform that combines all our products & services. It is a complete realistic virtual environment for testing functions and sensors for ADAS and automated driving systems early, fast, safe and cost-efficient. Our customers can run endurance tests as well as scenario tests.

Supported ASAM Standards

ASAM OpenDRIVE® , ASAM OpenSCENARIO® , ASAM OSI®

Keywords

Simulation environment, real 2D and 3D maps/streets, 3D static objects, materials, surfaces, sensor simulation, naturalistic unforeseeable acting traffic, endurance tests, scenario tests, digitalization of physical test runs, extraction of critical scenarios, data labeling / image annotation, object detection, 2D and 3D bounding boxes, image segmentation