Found in Robotics News & Content, with a score of 7.81
March 01, 2019
…of computations on the inputs, interpreting sensory data through machine-perception algorithms. Each hidden layer trains on a distinct set of features, based on the previous layer’s output. During this process, the algorithms label and cluster raw input according to similarities among the example inputs. They then classify data when they have a labeled dataset to train with. The more hidden layers in the neural network, the more complex the features the network can recognize, ultimately constructing a more holistic and complete picture of conditions. Finally, in the third step—the output layer—the neural network provides output data—essentially the prediction or decision.…
Found in Robotics News & Content, with a score of 7.79
June 27, 2021
…Dynamics’ Spot, a four-legged robot with advanced mobility and perception to navigate stairs, gravel, and rough terrain. The robot can collect 2D and 3D information with onboard sensors, automating some common data-collection and inspection tasks. Createc has been using Spot primarily in nuclear decommissioning applications so far, but it said it expects to expand to other industrial uses in the future. Mellor said Createc's relationship with Boston Dynamics will help both companies identify and build new application capabilities and commercial opportunities. “If you are trying to do things in industrial environments, then robots like Spot give you a big advantage,…
Found in Robotics News & Content, with a score of 7.78
August 27, 2020
…The Baidu AVP solution consists of software including sensing, perception, planning and control. Baidu also developed a domain controller called Apollo Computing Unit (ACU), integrated with RTI Connext Drive software, targeted at mass production projects “to provide the full stack capability for car OEMs,” according to a press release. RTI Connext Drive, based upon the open Data Distribution Service (DDS) standard, is a software framework that enables improved communications reliability. “The autonomous vehicle market has experienced rapid growth in the last several years. We developed RTI Connext Drive to give our customers and partners the tools to solve complex autonomy…
Found in Robotics News & Content, with a score of 7.78
January 04, 2022
…hub and within NVIDIA Omniverse and will include mapping, perception, and fleet managment capabilities. The Isaac AMR platform uses NVIDIA Omniverse to create digital twins of a facility where robots will be deployed. NVIDIA Isaac Sim on Omniverse simulates the behavior of robot fleets, people, and other machines in photorealistic, physics-accurate virtual environments for developing, testing, and managing robots. It also enables synthetic data generation for training of AI models. Isaac AMR consists of GPU-accelerated AI technologies and software development kits (SDKs) including DeepMap, ReOpt, and Metropolis. These technologies are securely orchestrated and delivered via the cloud with NVIDIA Fleet…
Found in Robotics News & Content, with a score of 7.73
July 06, 2021
…degrees around the vehicle. Using camera and lidar fusion perception blind-spot modules, the Gen5 system can cover an entire robotaxi body with no blind spots, claimed AutoX. The system also offers the world’s best sensor-resolution and computing capabilities for SAE Level 4 autonomous driving systems, the company said. Gen5 allows AutoX RoboTaxis to drive safely on China’s complex urban streets by detecting occluded delivery scooters behind vehicles from several hundreds of meters away. It added that the system’s higher-resolution sensing capability enables them to drive at higher speeds safely, extending the operational design domain of the company’s driverless fleet. AutoX…
Found in Robotics News & Content, with a score of 7.69
August 18, 2022
…approach to safety, standard OEM forklift controls, and smart perception of pallets led to robots that can reach new heights. After a few weeks of tests in 2021 and a commissioning lead time of two months, the company successfully ramped up and handed over four autonomous VNAs to SSW. These robots can handle pallets up to 750 kg (1,653.4 lb.). BALYO partners for new capability To accelerate the material handling market conversion to autonomy, BALYO has entered into global partnerships with Hyster-Yale Group and KION, the parent company of Fenwick-Linde. With the new VNA robots, warehouse and supply chain managers…
Found in Robotics News & Content, with a score of 7.68
October 07, 2022
…on “How to Build Compact, Lightweight and Affordable Depth Perception and Object Detection for Robotic Guidance and Situational Awareness.” It will be at 10:00 a.m. ET on Tuesday, Oct. 11, in Room 103. Dale Deering, senior director of business development at Teledyne DALSA, will present a Certified Vision Professional (CVP) course on “Designing Line-Scan Vision Systems.” It will be at 1:30 p.m ET on Oct. 11 in Room 101. The Association for Advancing Automation (A3) is presenting The Vision Show, which is co-located with AMR and Logistics Week. The events run from Monday, Oct. 10, through Friday, Oct. 14. See…
Found in Robotics News & Content, with a score of 7.66
June 15, 2023
While the COVID-19 pandemic increased interest in robots for disinfection and social distancing, robots also promise to help shorthanded hospital staffs diagnose patients while reducing the spread of pathogens. Touchlab yesterday said that a hospital in Finland is using its Välkky system, which is designed to give remote clinicians a sense of touch. “In the past, telerobots have been limited to being able to see, hear, and speak on behalf of the people using them,” stated Dr. Zaki Hussein, CEO of Touchlab. “Now, thanks to our innovative e-skin technology, robots like Välkky can ‘feel’ too—and not only on their fingertips.”…
Found in Robotics News & Content, with a score of 7.65
August 26, 2021
…advanced driver-assistance systems (ADAS), unmanned aerial vehicles (UAVs), smart cities, and security. Velodyne said Puck provides rich 3D computer perception data that allows real-time localization, mapping, object detection, classification and tracking. The compact lidar sensor has a 100-meter range, and its reliability and surround view make it suitable for affordable low-speed autonomy applications, said the company. The global market for robotic lawn mowers will experience a 11.5% compound annual growth rate (CAGR) between 2021 and 2031, according to Future Market Insights. The analyst firm noted that North America is the leading market and credited increasing interest in landscaping and reducing…
Found in Robotics News & Content, with a score of 7.60
July 27, 2021
…centrally manages and monitors all system functions. Using advanced perception, motion planning, and proprietary control algorithms, Outrider said its technology enables its autonomous yard trucks to optimally align in front of semi-trailers, back under the trailer, and attach the fifth wheel (the connection point of the truck) to the kingpin (the connection point on the trailer) with extreme precision. Not only can the Outrider System connect with millimeter accuracy, but it can also use sensors to confirm a successful kingpin connection without requiring manual verification, said the company. “Most autonomous trucking companies are focused on moving trailers down long stretches…
Found in Robotics News & Content, with a score of 7.56
November 18, 2021
…than laser scanner-based navigation. Differences between 2D and 3D perception, according to Sevensense. Source: ABB An AMR equipped with 3D SLAM will be able to accurately interpret its environment or identify a person, a pallet, or another robot, said the company. In addition, Sevensense said 3D SLAM allows robots to autonomously make decisions to navigate around these obstacles. This level of intelligence will enable safer human-machine interactions and ensure flexible and efficient material flows around factories and warehouses for maximum productivity, said the company. ABB will integrate Sevensense's navigation technology into its AMRs. Source: ABB ABB plans AMR pilots Sevensense…
Found in Robotics News & Content, with a score of 7.55
September 08, 2023
…lot of its is ambient distraction, particularly in the perceptions of the public and policymakers. ChatGPT is flashy, and many in the media make people think about fears rather than opportunities. Artificial intelligence is going to have a significant impact in robotics. Right now, the hype around the pace of development is oustripping the actual pace of practical applications in manufacturing, logistics, and many other industries. Policymakers get all ginned up about jobs, but we should focus on developing applications where those technologies improve our ability to do things. People are worried about robotic battlefields. That's not to diminish the…
