ROBOSENSE
9.2.2021 20:02:05 CET | 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/
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
Sysco Awards Partner of the Year Award to Grid Dynamics15.10.2026 15:15:00 CEST | Press release
Key Takeaways: Sysco, a global foodservice distribution leader, named Grid Dynamics its Partner of the Year. Grid Dynamics was recognized for its efforts with AI initiatives at Sysco’s business operations. Grid Dynamics’ contributions spanned across product search and discovery, digital commerce, and engineering delivery. Grid Dynamics Holdings, Inc. (Nasdaq: GDYN) (“Grid Dynamics”) today announced that Sysco, the global foodservice distribution leader, has named the company its Partner of the Year. The recognition honors Grid Dynamics’ approach and expertise in bringing AI into Sysco’s technology and business operations. Sysco is the global leader in foodservice distribution, generating $84.6 billion in sales for its fiscal year ended June 27, 2026, and serving approximately 670,000 customer locations across 10 countries. The partnership began in 2024 with Grid Dynamics teams working alongside Sysco across product search and discovery, digital commerce, and AI-first software developme
The Outcome Economy at Work – New Research From Vertage15.10.2026 15:01:00 CEST | Press release
Outcome-ready businesses outperform on customer satisfaction, strategic delivery and speed to value – with a clear cultural edge; new Vertage research shows why, and how others can catch up Three in four enterprises (74%) define significant work around outcomes, but only 15% are ready to deliver it consistently, according to new global research from HR tech leader Vertage. These ‘outcome-ready’ enterprises report higher customer satisfaction (91% vs. 67%), stronger delivery of strategic goals (86% vs. 65%) and faster conversion of opportunities into value (85% vs. 64%). They also have a cultural edge: 69% of their employees understand their contribution and can adapt how they work, compared with 34% elsewhere. "AI adoption no longer separates strong businesses from the rest. Outcome readiness does," said Edzard Overbeek, Group CEO of Vertage. "The strongest businesses organize people, partners and AI around a clear result, and they keep human judgment at the center." The study, The Out
Introducing Ledger Atom™—Everything You Value, Finally Secure15.10.2026 14:45:00 CEST | Press release
Ledger Atom™ is a security and privacy device that runs your everyday apps, purpose-built to protect your most sensitive digital value, in a world where AI is challenging cybersecurity and authenticity at an unprecedented level. Ledger™, the global leader in secure infrastructure for digital ownership, today unveiled Ledger Atom™, a security and privacy device that runs your everyday apps, purpose-built to help protect your money, your AI agent approvals, and your privacy. The innovative architecture of Ledger Atom, leveraging Android™ open source alongside Ledger OS™, Ledger’s proprietary security-first operating system running on a secure element chip, allows you to approve sensitive actions in a secure environment while using all your everyday apps on a single device. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20261015445765/en/ Ledger has launched Ledger Atom, a security and privacy device that runs your everyday apps,
Meet Yuvo - The All-In-One Platform Helping Travel Brands Optimize Every Stage of Their Customer's Journey15.10.2026 14:36:00 CEST | Press release
The multi-service travel tech company gives OTAs, TMCs, airlines, insurers and fintechs one integration to add real-time flight data, disruption protection and travel add-ons to every trip. Yuvo data shows that flight disruption hit more than 913 million passengers in 2025, and travellers are now buying travel protection at six times the pre-pandemic rate. Yet for most travel brands, a delayed flight still means support calls, refunds and lost customers. Yuvo turns those moments, and every other step of the trip, into revenue and loyalty. Most travel brands earn from their customers only once: when they book. Yuvo changes that. It helps partners earn across the whole journey, with no technology to build and full control of the customer relationship. Yuvo works with some of the biggest names in travel, turning the customer relationships they already have into an ongoing revenue stream while keeping them fully in control. Built by a team of seasoned travel tech experts, the platform has
Visa Direct Launches Stablecoin-Powered Money Movement as Pilots Move to Production15.10.2026 14:00:00 CEST | Press release
Inyo Global becomes the first enabler to bring Visa Direct's stablecoin-enabled prefunding into production, making stablecoin-powered money movement available for businesses that run cross-border payments through Visa Direct. Today, Visa (NYSE: V) announced the next phase of its stablecoin strategy as Visa Direct stablecoin capabilities advance from pilot stage to commercial deployment. The milestone marks an important step in bringing stablecoin-enabled money movement into real-world commercial operations. In the initial rollout, Inyo Global, a Visa Direct processor, is the first enabler of this new offering, powering it for eligible Visa Direct clients and partners1. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20261015116414/en/ Over the past year, Visa Direct has worked with clients and partners to explore how stablecoins can help improve the way businesses fund and move money across borders. As interest in faster, more
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