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
Galderma Provides Progress Update Regarding RelabotulinumtoxinA Regulatory Submission in the United States1.7.2026 08:00:00 EEST | Press release
Galderma (SIX: GALD) today provided progress updates regarding the regulatory review of its pending Biologics License Application (“BLA”) for RelabotulinumtoxinA with the U.S. Food and Drug Administration (“FDA”). The Company has received a Complete Response Letter (CRL) from the FDA with comments related to observations during manufacturing site inspection and analytical method optimization. As part of its review, the FDA conducted a Pre-License Inspection (PLI) of Galderma’s manufacturing site. All other aspects of the BLA, including safety- and efficacy-related parts, did not solicit deficiencies to be addressed. The FDA made observations during the PLI for which Galderma is putting in place corrective and preventive actions. Galderma will also be seeking further guidance through continued open dialogue with the FDA toward resolution of the relevant observations. Galderma plans to rapidly respond to the CRL and advancing RelabotulinumtoxinA in the U.S. remains a top priority. The ob
EVE Energy Showcases All-Scenario Energy Storage Solutions at The Smarter E Europe 20261.7.2026 04:45:00 EEST | Press release
EVE Energy unveiled its Mr. Big Family series, a 6.9+ MWh energy storage system, and all-scenario energy storage solutions at Intersolar Europe in Munich. Drawing on traceable large-cell technology, proven large-scale energy storage project delivery experience, and global delivery capabilities, the company is addressing Europe's diverse energy storage requirements across utility-scale, commercial & industrial (C&I ), and data center segments. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260630889717/en/ EVE Energy showcases its Mr. Giant 3.0 6.9+ MWh energy storage system at The Smarter E Europe 2026 in Munich, Germany Advancing Large-Cell Technology with Global Project Validation As one of the first companies to focus on large-capacity energy storage cells, EVE Energy has iteratively upgraded its cell platform from 560 Ah and 628 Ah to 702 Ah, adhering to a stacking process route throughout. At the exhibition, the Mr. Gia
Bending Spoons S.p.A. announces pricing of initial public offering1.7.2026 02:56:00 EEST | Press release
Bending Spoons S.p.A. (“Bending Spoons”), a leading technology company, today announces the pricing of its initial public offering (“IPO”) at $29.00 per share. A total of 57,971,015 ordinary shares are being offered, of which 34,398,640 shares are being offered by Bending Spoons and 23,572,375 shares are being offered by certain selling shareholders (the “Selling Shareholders”). Bending Spoons will not receive any proceeds from any sale of shares by the Selling Shareholders. The shares are expected to begin trading on the Nasdaq Global Select Market under the ticker symbol “BSP” on July 1, 2026. The offering is expected to close on July 2, 2026, subject to customary closing conditions. In addition, Bending Spoons and the Selling Shareholders granted the underwriters an option to purchase up to an additional 5,244,026 ordinary shares from Bending Spoons and up to an additional 3,451,626 ordinary shares from the Selling Shareholders at the initial public offering price, less underwriting
FDA Issues Modified Risk Tobacco Product Orders for 20 ZYN Nicotine Pouch Products30.6.2026 19:19:00 EEST | Press release
Philip Morris International Inc. (PMI) (NYSE: PM) today announced that the U.S. Food and Drug Administration (FDA) issued Modified Risk Tobacco Product (MRTP) orders for 20 variants of ZYN nicotine pouch products. These are the first MRTP orders granted for nicotine pouches, allowing PMI U.S. to market the following claim for the authorized ZYN products: “Using ZYN instead of cigarettes puts you at a lower risk of mouth cancer, heart disease, lung cancer, stroke, emphysema, and chronic bronchitis.” “FDA’s decision is an important moment for the more than 45 million legal-age nicotine consumers in America,” saidStacey Kennedy, PMI U.S. CEO. “Today’s news ensures these adultshave access to accurate, science-based information, including FDA-authorized evidence that switching from cigarettes to ZYN reduces the risk of smoking-related diseases like heart disease and lung cancer,” she added. “More broadly, it reinforces the agency’s science-based approach to evaluating products across the co
Caidya Announces Strategic Combination with Simbec-Orion Bridging Early Scientific Insight and Global Clinical Execution30.6.2026 18:00:00 EEST | Press release
Caidya today announced a strategic combination with Simbec-Orion designed to close the divide between early scientific insight and global clinical execution. The combination of Caidya and Simbec-Orion creates a differentiated specialty clinical CRO platform that enables programs to scale, maintaining focus, speed, and accountability. The strategic combination brings together complementary strengths to create a more complete development partner for innovative biopharma companies. With established operations across Europe, the Americas, APAC, and China, the combined organization provides meaningful expertise and execution capabilities in the regions that matter most. Simbec-Orion brings early-phase clinical pharmacology capabilities alongside deep therapeutic expertise for later stage complex oncology and rare disease trials, helping sponsors shape critical decisions early in the development lifecycle. Together, the organizations strengthen their ability to support complex, cross-border
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