RSL PTAAcademy platform boosted our market reach by 50%. The gym trainer learning platform exceeded expectations and was delivered on time. A fabulous experience!
Adam Kiani
PTA Academy
Achieve increased model prediction accuracy, better edge case understanding and more with expert data annotation and model validation services.
We improve the safety of vehicles on the road by delivering high-quality data the first time, even in harsh weather and heavy traffic conditions. We specialize in working with complex long range LiDAR detection, high resolution imaging, and all-weather performance.
We support complex workflows with the ability to load up to 14 sensors, including cameras, LiDAR, radar and ultrasonic sensors, as well as support multiple point-clouds. We also help make your data cleaner through SLAM algorithms to augment your sensors, accumulated point clouds and global coordinate conversion in addition to camera shutter and ego motion compensation.
Our custom intensity points visualization enables our team to identify objects more clearly—for example, reducing sensor bloom around highly reflective surfaces like metal traffic signs—providing more precise annotations quicker.
A unique combination of human expertise and fine-tuned automation enables us to provide high-quality annotations across long sequences of frames (e.g. tens to hundreds of contiguous miles of driving). We rely on our proprietary algorithms and preprocessing systems to accurately track objects, then overlay human expertise to deliver precise annotations across medium sequences at scale.
We support all annotation types for a variety of complex autonomous vehicle and ADAS applications. These include bounding boxes, cuboids and polygons for object tracking as well as keypoints, lines and raster for lane marking and driveable area, and facial landmarking and eye tracking for in-cabin Behaviour monitoring.
We offer full scene segmentation, painting every pixel with polyline and raster annotations and then providing class-level descriptions. Our ML assisted annotation and pre-labelling technologies speed up this process to provide faster and higher quality annotations than interpolation.
Our proprietary technology and algorithms provide annotations and insights quickly and with increased accuracy. Our preprocessing systems like SLAM allow us to track objects across frames automatically creating efficiencies in the annotation process. In addition, our AutoQA automatically detects and surfaces logical fallacies so that inaccuracies are immediately detected and rectified. The result is more accurate annotations, faster.
Our advanced capabilities help support a wide variety of spatial object detection and tracking applications including vulnerable road users, adaptive cruise control, driveable free space, and automatic braking or parking among others.
We excel at even the most complex workflows—supporting up to 14 sensors, high density of objects and 2D object detection across video sequences at scale. Our ML assisted extrapolation and preprocessing systems like SLAM, combined with our expert human-in-the-loop workforce, allow us to deliver highly accurate annotations, faster.
We help get vehicle navigation and driver assistance systems like blind spot monitoring, lane departure warnings and collision detection into production faster by providing high-quality 2D and 3D polyline annotations to both train and validate models.
Additionally, our proprietary preprocessing systems provide greater efficiency and consistent lane markings. Our advanced frameworks and human-in-the-loop approach provide the precision and consistency needed to build robust datasets.
Our advanced capabilities help support a wide variety of spatial object detection and tracking applications including vulnerable road users, adaptive cruise control, driveable free space, and automatic braking or parking among others.
We excel at even the most complex workflows—supporting up to 14 sensors, high density of objects and 2D object detection across video sequences at scale. Our ML assisted extrapolation and preprocessing systems like SLAM, combined with our expert human-in-the-loop workforce, allow us to deliver highly accurate annotations, faster.
We help get vehicle navigation and driver assistance systems like blind spot monitoring, lane departure warnings and collision detection into production faster by providing high-quality 2D and 3D polyline annotations to both train and validate models.
Additionally, our proprietary preprocessing systems provide greater efficiency and consistent lane markings. Our advanced frameworks and human-in-the-loop approach provide the precision and consistency needed to build robust datasets.
RSL data annotation and model validation projects start with tailored consultations, assessing tagging needs via knowledgeable solutions engineers. After evaluating alternatives, projects launch on RSL cutting-edge annotation platform.
Accelerate your model development with our advanced 3D technologies, including: SLAM algorithms to augment your sensors; custom intensity points visualization; accumulated point clouds; egomotion compensation; pre-annotation; and global coordinates conversions. We easily load up to 14 cameras and multiple point-clouds from multi-LiDAR, radar, and/or ultrasonic sensors.
Our proactive approach minimizes delays while maintaining quality to help teams and models hit their milestones. All of our solutions are backed by RSL Assure™, the industry’s highest quality guarantee for ADAS, AV, and Generative AI. We start with a 95% written quality guarantee for every project but can guarantee up to 99.5%—regardless of complexity or scale.
RSL combines the expertise of the industry’s best specialists with deep industry knowledge and proprietary algorithms to deliver faster insights and reduce the likelihood of unwanted biases and other privacy or compliance vulnerabilities.
RSL Hub™, our collaborative project space, is designed for enhanced communication. Clients have access to collaboration workflows, self-service sampling and complete reporting to track their project’s progress.
We offer a variety of integration options, including APIs, CLIs, and webhooks that allow you to seamlessly connect our platform to your existing workflows. The RSL API is a powerful tool that allows you to programmatically query the status of projects, post new tasks to be done, receive results automatically, and more. We also offer custom engineering to integrate deeply into your custom APIs and workflows.
Beyond computer vision, RSL’s Supervised Fine Tuning service for LLMs helps improve in-cabin safety and experience with better voice commands, and unlocks other multi-modal AI experiences such as vision + audio, or gestures + voice. We can also layer voice + sentiment analysis to detect changes in tone which affect meaning.
RSL PTAAcademy platform boosted our market reach by 50%. The gym trainer learning platform exceeded expectations and was delivered on time. A fabulous experience!
PTA Academy
RSL mobile and web development doubled our market reach. Their innovative approach transformed our online ordering, positioning us for success. On-time and within budget, the experience was fabulous.
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RSL Safe T Net app doubled our market reach. Their expertise in native Android/iOS, PHP, and MySQL delivered a top-notch solution, on time and within budget. A fabulous experience!
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