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.
From ADAS & autonomous vehicles to retail & e-commerce. From consumer tech & media to robotics & manufacturing. Since 2013, RSL has been guiding Fortune 500 companies and their ML teams in designing better models more quickly and without having to sacrifice quality. We’re experts in image, video, 3D, and sensor data annotation and validation. We are proud to fuel the latest AI models.
Join our team of AI enthusiasts who are passionate about solving complex problems, and unwavering in the desire to drive social impact.
From ADAS & autonomous vehicles to retail & e-commerce. From consumer tech & media to robotics & manufacturing. Since 2013, RSL has been guiding Fortune 500 companies and their ML teams in designing better models more quickly and without having to sacrifice quality. We’re experts in image, video, 3D, and sensor data annotation and validation. We are proud to fuel the latest AI models.
Join our team of AI enthusiasts who are passionate about solving complex problems, and unwavering in the desire to drive social impact.
RSL is a pioneer in the field of ethical supply chains. Through the combination of our leading technology platform and worker training programs, we increase economic opportunity for those in underserved communities.
From ADAS & autonomous vehicles to retail & e-commerce. From consumer tech & media to robotics & manufacturing. Since 2013, RSL has been guiding Fortune 500 companies and their ML teams in designing better models more quickly and without having to sacrifice quality. We’re experts in image, video, 3D, and sensor data annotation and validation. We are proud to fuel the latest AI models.
Join our team of AI enthusiasts who are passionate about solving complex problems, and unwavering in the desire to drive social impact.
RSL is a pioneer in the field of ethical supply chains. Through the combination of our leading technology platform and worker training programs, we increase economic opportunity for those in underserved communities.
Top teams across industries trust RSL for quality AI data annotation.
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Your Innovation Library: Insights on AI, Data, and Technology
Data annotation is the lifeblood of AI models, but traditional methods are resource-intensive. Discover how generative AI is revolutionizing this process, making data annotation faster, scalable, and more efficient.
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