ROBOSENSE
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/
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.
View source version on businesswire.com: https://www.businesswire.com/news/home/20210209005689/en/
Link:
Social Media:
About Business Wire
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
Enginzyme and AGC Create Scalable Process for Key mRNA Ingredient12.1.2026 06:00:00 CET | Press release
At the mRNA Health conference in Berlin, enginzyme and AGC Inc. presented a scalable process to produce a key mRNA vaccine and therapy ingredient, N1-methylpseudouridine-5'-triphosphate (m¹ΨTP). The rapid growth of mRNA-based vaccines and therapeutics has driven significant demand for modified nucleotides like m¹ΨTP, which enhances mRNA stability and expression, while reducing immunogenicity. Enginzyme is a deep-tech company delivering optimized biomanufacturing solutions through cell-free enzyme engineering technology. AGC Inc. is a leading global player in fields spanning from architectural glass to chemicals and life science. AGC Inc. provides services in a wide range of life science fields, from synthetic pharmaceuticals and agrochemicals, to biopharmaceuticals and leading-edge cell and gene therapies, as well as messenger RNAs. The presentation in November detailed the latest collaboration between the companies, with a focus on the biomanufacturing of nucleotides for mRNA therapy,
Ant International Partners with Google’s Universal Commerce Protocol to Expand AI Capabilities12.1.2026 02:15:00 CET | Press release
Ant International, a leading global payment, digitisation, and financial technology provider, is collaborating on the launch of Google’s Universal Commerce Protocol (UCP), a new open standard for agentic commerce that works across the entire shopping journey — from discovery and buying to post-purchase support. UCP establishes a common language for agents and systems to operate together across consumer surfaces, businesses, and payment providers to enable commerce. So instead of requiring unique connections for every individual agent, UCP enables all agents to interact easily. UCP is built to work across verticals and is compatible with existing industry protocols like Agent2Agent (A2A), Agent Payments Protocol (AP2), and Model Context Protocol (MCP). “For agentic commerce to scale, it’s critical for the industry to align on a common set of standards. We are proud to have Ant International endorse the Universal Commerce Protocol as the foundation for that future,” said Ashish Gupta, VP
Torq Secures $140M Series D at $1.2B Valuation to Lead the AI SOC and Agentic AI Era11.1.2026 17:59:00 CET | Press release
Fueled by Massive Customer Adoption of AI Agents, Torq Scales the World’s First True AI SOC Platform and Accelerates Expansion into the U.S. Federal Market Torq, the established Agentic AI security operations pioneer, today announced it has closed a massive $140 million Series D funding round, propelling its valuation to $1.2 billion and total funding to $332M. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260112510774/en/ Led by Merlin Ventures—a leading cybersecurity fund renowned for its deep access to the U.S. commercial and Public Sector markets—with participation from all existing investors, including Evolution Equity Partners, Notable Capital, Bessemer Venture Partners, Insight Ventures Partners, and Greenfield Partners, this capital injection is a definitive investment in the future of security. Torq is driving the industry’s critical shift: the complete transformation of the Security Operations Center (SOC) through
Andersen udvider sine kompetencer med tilføjelsen af Scimitar9.1.2026 21:44:00 CET | Pressemeddelelse
Andersen Consulting har indgået en samarbejdsaftale med Scimitar, der er et firma med fokus på at accelerere innovation i biovidenskabsbranchen. Scimitar, der har hovedkvarter i USA, et førende konsulenthus inden for strategieksekvering for biovidenskabsbranchen. Virksomheden er specialiseret i design af driftsmodeller, digital transformation og organisatorisk forandring. Scimitar samarbejder med medicinal- og biotech-virksomheder om at accelerere innovation, styrke den driftsmæssige eksekvering og sikre compliance gennem hele produkters livscyklus. Deres praktiske og samarbejdsorienterede tilgang sikrer løsninger, der ikke blot er formålstjenlige, men også skalerbare. "Virksomheder inden for biovidenskabsbranchen befinder sig i en tid med hurtige videnskabelige fremskridt, stigende regulatorisk kompleksitet og et voksende behov for operationel agilitet, samtidig med at de holdes op mod de højeste standarder for patientsikkerhed og dataintegritet," udtaler Ramy Khalil, CEO i Scimitar.
Biocytogen and Acepodia Expand Collaboration Through Option-based Evaluation Framework for First-in-Class Bispecific and Dual-Payload ADCs (BsAD2C)9.1.2026 13:00:00 CET | Press release
Expanded collaboration builds on Acepodia and Biocytogen’s recent co-development efforts to evaluate selected bispecific antibody and dual-payload ADC programs Biocytogen Pharmaceuticals (Beijing) Co., Ltd. (Biocytogen, SSE: 688796; HKEX: 02315) and Acepodia (6976:TT), today announced that the companies have entered into an option and license agreement designed to enable the structured evaluation of bispecific antibody-drug conjugate (BsADC) programs to further advance the development of dual-payload bispecific antibody-drug conjugates (BsAD2Cs). The agreement grants Acepodia an option to obtain an exclusive worldwide license from Biocytogen for two BsADC programs. Under the terms of the agreement, Biocytogen is eligible to receive an upfront option fee and, upon Acepodia’s exercise of the option, additional payments including option exercise fees, development, regulatory, and commercial milestone payments, as well as royalties on future product sales. The financial terms of the agreem
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