Powerful 3D point cloud simulation platform to expedite ADAS and AV development and reduce implementation costs for automotive customers
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Developed by Cepton’s in-house software teams, StudioViz aims to streamline lidar adoption processes from productization to deployment, helping automotive Original Equipment Manufacturers (OEMs) expedite lidar-based advanced driver assistance systems (ADAS) and autonomous vehicle (AV) development at minimized implementation costs. StudioViz also offers a powerful tool to facilitate a broad spectrum of cutting-edge R&D initiatives in ADAS and AV by researchers and universities.
StudioViz is designed and built to offer an array of functionalities, including:
- Virtual environment creation: StudioViz enables the creation of customized virtual elements to simulate real-world scenarios for testing lidar-based ADAS and AV use cases across urban and highway environments.
- High-fidelity lidar data visualization: The platform simulates data from Cepton’s comprehensive portfolio of lidar sensor models, including the long-range Ultra, medium-range Vista-X series and near-range Nova, to generate realistic 3D point clouds, facilitating insights into sensor behavior and system performance under various conditions.
- Placement optimization: Utilizing StudioViz, OEMs will be able to explore different placement options of Cepton’s lidar hardware, virtually integrating a single or multiple lidar sensors into different locations around a vehicle, supported by physics-based studies modeling sensor behavior at these locations.
- Sensor fusion assessment: Simulated lidar data from StudioViz can be integrated with other sensor simulations (such as camera) to evaluate sensor fusion results and assess the effectiveness of perception algorithms such as object detection, labeling and localization.
- Perception solution development: StudioViz generates accurate lidar data that can be annotated with ground truth information, such as object type and bounding boxes, to train, validate and refine perception algorithms for accurate vehicle and pedestrian detection, tracking and classification, lane and curb detection, path planning and ego-motion estimation.
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Manufacturing validation and scaling: StudioViz can utilize real-world sensor modeling, taking data from sensors at critical stages of manufacturing and calibration processes to enable comprehensive validation of sensor performance before reaching the customer, furthering
Cepton's commitment to sustainable and scalable manufacturing for mass-market adoption.
“StudioViz accelerates the testing, development and deployment of Cepton’s lidar technology by offering an efficient and cost-effective solution,” said
Utilizing StudioViz’s powerful simulation tools, OEMs and research entities will be able to accurately gauge the suitability of Cepton’s lidar solutions for their needs, custom integration plans and develop perception capabilities without substantial investments in hardware, installation and data acquisition, while reducing the need to build real-life testing scenarios that are sometimes challenging to reproduce due to constraints such as road infrastructure and weather conditions.
Nickolaou adds: “For example, it would take engineers hours of work to integrate a lidar sensor into the body of a vehicle, but in StudioViz, it would be much easier and faster. Through its user-friendly interface, a customer can now visualize true-to-life data generated from different
Another key cost benefit of StudioViz is that it reduces monetary investment in data generation and acquisition for the development of perception solutions. “As we have seen with some of our customers, collecting and sorting out real-life data from the lidar hardware can take up nearly 50% of the entire investment in the building of perception software capabilities,” explains Nickolaou.
With the launch of StudioViz,
About
Founded in 2016 and led by industry veterans with decades of collective experience across a wide range of advanced lidar and imaging technologies,
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Media: Faithy Li, media@cepton.com
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