RoboSense Releases the Latest Version of its Sensor Evaluation System for Autonomous Driving
9.2.2021 22:00:00 EET | Business Wire | Press release
RoboSense LiDAR (https://robosense.ai/) today released the latest version of the ground truth data system and evaluation tool chain RS-Reference 2.1, used for LiDARs and multi-sensor fusion systems performance evaluation. The original RS-Reference version was launched in the market in 2016, when the automotive-grade MEMS solid-state LiDAR RS-LiDAR-M1 project was established. Used by global OEMs and Tier1s, the system has been continuously improved and upgraded with more efficient and useful evaluation function modules and software tool chains.
This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20210209005689/en/
(Photo: Business Wire)
While the evaluation function modules can be liked to an exam, the ground truth data is the "answer" for the evaluation of the perception system. Therefore, the accuracy of ground truth data must be significantly higher than the device under test (DuT) in all aspects including detection performance and geometric error.
The ground truth data, usually stored in the PB-Level, includes dynamic information such as obstacle types, speeds, and locations, and static information such as lane lines and road boundaries.
Data labeling quality and data generation efficiency are the key factors to ground truth data.
- The RS-Reference system provides a set of ground truth data generation and evaluation solutions, and outputs detection performance and geometric error indicators with a labeling efficiency close to 1:1. This is significantly more accurate than real-time perception, manual labeling and traditional labeling tools.
- High performance and mature sensor data collection system: the RS-Reference system contains the RoboSense 128-beam LiDAR RS-Ruby, Leopard camera, Continental 408 millimeter-wave radar, GI-6695 RTK, and two added RoboSense RS-Bpearl LiDAR for near-field blind spots in the 2.1 version.
- Detached roof-mounted deployment without vehicle body modification: the RS-Reference system adapts to different vehicle sizes, does not occupy the sensor installation position of the DuTs, and directly evaluates the intelligent driving system that is consistent with the sensor sets of commercial vehicles.
- Vastly improved/accumulated perception algorithm and offline processing mechanism: The algorithm is key to smart labeling instead of manual labeling, and is responsible for the extraction of ground truth data. The RS-Reference system uses a customized and dedicated offline perception algorithm, which is the product of RoboSense’s 13+ years’ of accumulated experience of LiDAR sensing algorithm technology. It performs a “full life process tracking and identification" for each obstacle data, and extracts all ground truth data from each frame. The RS-Reference system can pick up speed and acceleration labeling, and accurately delineate the size of the labeling frame through comprehensive shape and size information. The system is also capable of accurately dividing obstacles that are in close proximity to each other in complex scenes.
- Full-stack evaluation tool chain: it includes data collection tools, sensor calibration tools, visualization tools, manual verification tools, evaluation tools, etc. The 2.1 version upgrades the data management platform and adds the scene semantic labeling function that serves every step of the evaluation process.
- Individual sensor evaluation in the multi-sensor fusion system: not only can the RS-Reference system evaluate the result of intelligent driving's perception fusion, but it can also provide targeted solutions based on the features of different types of sensors such as LiDAR, millimeter wave radar, and camera. Dedicated or customized tool modules can be developed according to customer needs for further in-depth analysis of the performance of the sensing system.
- Extended application value of the RS-Reference: includes planning and control algorithm development support, which is able to generate massive ground truth data to build simulation scenes, and can evaluate road-side perception systems.
To view this piece of content from cts.businesswire.com, please give your consent at the top of this page.
View source version on businesswire.com: https://www.businesswire.com/news/home/20210209005689/en/
Contact information
Cassie Gong
sqgong@robosense.ai
86-15507590175
About Business Wire
For more than 50 years, Business Wire has been the global leader in press release distribution and regulatory disclosure.
Subscribe to releases from Business Wire
Subscribe to all the latest releases from Business Wire by registering your e-mail address below. You can unsubscribe at any time.
Latest releases from Business Wire
Nebex Raises $30M Seed Round Led by GV to Build Market Infrastructure for the Global Space Economy29.6.2026 18:38:00 EEST | Press release
Nebex, the market infrastructure platform for the global space economy, announced a $30M seed investment led by GV (Google Ventures), with participation from other top-tier venture funds. The company also announced a banking relationship with J.P. Morgan. The capital raise and new banking relationship will help Nebex scale its platform and connect sovereign space programs with the founders and companies building new technologies to serve the space industry. "We built Nebex because we've seen firsthand that ambitious space founders struggle to deliver complex sovereign programs due to the lack of capital markets infrastructure that supports revenue and cashflow. This is something that exists in nearly every other industry," said Tejpaul Bhatia, CEO of Nebex. "Support from these organizations gives Nebex the additional leverage and financial infrastructure to build the global space economy at the scale it demands.” Since its inception, the space industry has run on a closed loop with a h
Medisca Enters Its Next Chapter Under Founder Antonio Dos Santos29.6.2026 17:19:00 EEST | Press release
For more than 35 years, Dos Santos has helped shape Medisca into a global leader in pharmaceutical compounding. As Chief Executive Officer, he will lead the company's long-term strategy, with a focus on expanding Medisca's global reach, investing in new areas of growth, strengthening strategic partnerships, and continuing to advance the products, services, education, and expertise that healthcare professionals rely on every day. "When I founded Medisca, my vision was to raise the standard of pharmaceutical compounding by bringing pharmaceutical-grade quality to the industry and giving healthcare professionals access to the products, knowledge, and innovation they needed to deliver better patient care," said Antonio Dos Santos, Founder and Chief Executive Officer of Medisca. "That purpose continues to guide us. As we begin this next chapter, we'll keep investing in our people, our partnerships, and the innovation that will help shape the future of Medisca and the pharmaceutical compound
The Premier Jumping League (PJL) & McCarthy Jumping Team Announce Landmark Purchase29.6.2026 16:10:00 EEST | Press release
The Premier Jumping League (PJL) today announced that seasoned trader, investor, and competitive race car driver Jason McCarthy and McCarthy Jumping League LLC acquired the first PJL team in a landmark $50 million acquisition, building on rising momentum for the highly acclaimed professional jumping league. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260629512997/en/ The Premier Jumping League (PJL), photographed by Daniel Benson. The milestone investment represents an unprecedented valuation for a team in a newly established sports competition and underscores the confidence that sophisticated investors are placing in the PJL. The inaugural PJL season is scheduled to commence in April 2027. McCarthy brings extensive investment and trading experience to the League, having held leadership positions across the financial sector throughout his career. A graduate of MIT, McCarthy is the Founder and Managing Principal of a propr
InvestEco Sustainable Food Fund IV Holds a Final Close With Total Commitments of C$106M29.6.2026 16:00:00 EEST | Press release
InvestEco Capital is pleased to announce the final close of the InvestEco Sustainable Food Fund IV. This fund will continue InvestEco’s work of investing in high-growth food companies that promote health and sustainability in the food sector. The Fund closed with total commitments of C$106M, the largest InvestEco fund to date. Investors include Farm Credit Canada, Export Development Canada, Business Development Bank of Canada, Fonds de solidarité FTQ, and two Government of Canada Social Finance Fund wholesalers: Boann and Realize Capital Partners. In addition, the Fund received commitments from a number of private investors and family offices. The Fund's investments to date include Humble Snacks, Little Sesame, Mid-Day Squares and Algae Cooking Club. The Fund expects to make a further 6 - 10 investments over the next few years. InvestEco Capital, founded in 2002, is a Toronto-based venture capital firm and impact investor focused on the sustainable food sector. For more information, em
Geoswift and SKUx Announce Strategic Partnership to Develop a First-of-Its-Kind Programmable Stablecoin Commerce Network29.6.2026 15:00:00 EEST | Press release
Geoswift and SKUx announced a groundbreaking partnership to develop a next-generation programmable stablecoin commerce network. This strategic collaboration bridges digital assets, traditional finance, and real-world commerce at a global scale, representing a "one-of-one" opportunity by combining Geoswift's global infrastructure with SKUx's specialized item-level controls directly within point-of-sale (POS) systems. While enterprise stablecoin usage continues to accelerate globally, governments, enterprises, payment networks, and AI-driven commerce platforms are increasingly seeking programmable payment infrastructure that can bridge digital assets with real-world commerce. The innovation goes far beyond treasury management or even enabling consumers to spend stablecoins at retail locations. Instead, it unlocks true "programmable money" with embedded controls, rules, and purpose-driven utility —requiring both programmable settlement and programmable spending controls. Geoswift and SKUx
In our pressroom you can read all our latest releases, find our press contacts, images, documents and other relevant information about us.
Visit our pressroom