FEV ADAS Annotation Tool enhances development of smart vehicle systems
With the target of assisting its customers in meeting SAE Level 5 Autonomous Driving standards, FEV continues to refine its technologies with the goal of providing a comprehensive suite of tested products that can be easily integrated into the next smart vehicle. The latest example to make development easier is its Advanced Driver Assistance Systems (ADAS) Annotation Tool, which will be demonstrated in the FEV Hospitality Suite at the Bellagio Hotel in Las Vegas during the upcoming Consumer Electronics Show (CES) 2018.
Using a proprietary tool chain, FEV’s ADAS Annotation Tool processes data that has been manually identified, or labeled, through use of a movie. The information would then be continually fed into a vehicle’s Deep Neural Network (DNN), which “learns” to assign a label to certain objects, vehicles, pedestrians, sign, et.al., via an auto-classifier. As the Annotation Tool database grows, so does the “knowledge” of the DNN, and its ability to identify, through the auto-classifier, an increasing number of labels. This provides autonomous vehicle software developers with a cost effective, and time saving tool, since fewer man-hours are required to build the label database.
Labeling is critical to smart vehicle development; therefore, FEV has created a proprietary labeling tool that contains a predefined label collection, including objects typically located on streets like traffic signs, pedestrians, other vehicles, etc. It provides auto-tracking of marked labels, and auto-labeling, looking toward Artificial Intelligence (AI) as a part of the future of automated driving.
The Annotation Tool supports deep learning of neural networks by integrating the movies’ database. Using high-powered PCs for deep learning, it also includes NVidia GPU acceleration. It benchmarks neural networks on demand on selected movies, and collects corresponding statistics.
Like many FEV-developed tools, the Annotation Tool is user-friendly, using a neural network tool chain that is compatible with NVidia GPU acceleration. It is Windows and Linux compatible, and its open architecture allows for further development.
The FEV Group, with headquarters in Aachen, Germany, is an internationally recognized vehicle development services provider. FEV’s expertise ranges from consulting to the development and testing of innovative vehicle concepts through readiness for serial production. In addition to traditional engine and transmission development, vehicle integration, calibration, and the homologation of state-of-the-art gasoline and diesel engines, increasing importance is being placed on the development of hybrid and electric powertrains as well as alternative fuels. FEV experts focus on the advancement of electronic control systems, as well as connected vehicles and automation.
The “FEV Software and Testing Solutions” product portfolio complements these services with cutting-edge test fields, measuring equipment and software solutions that help make the development process more efficient and transfer significant process steps from the road to the test rig – or even to computer simulation.
FEV offers these services to its transport industry customers around the world. The FEV Group employs over 6000 highly-qualified specialists in high-tech development centers near its customers at 42 locations on four continents.