Connect with us

Technology

Helm.ai Announces DNN Foundation Models for Intent Prediction and Path Planning

Published

on

Company Applies Deep Teaching to Build Scalable AI Approach for L2/L3 ADAS through L4

REDWOOD CITY, Calif., Dec. 27, 2023 /PRNewswire/ — Helm.ai, provider of next-generation AI software for autonomous driving and automation of robotics, today announced DNN (Deep Neural Network)-based foundation models for behavioral prediction and decision-making as part of the company’s AI software stack for high-end ADAS L2/L3 and L4 autonomous driving.  

The company has trained DNN foundation models to make predictions about the behavior of vehicles and pedestrians in complex urban scenarios, as well as to predict the path an autonomous vehicle would take in those situations, which are critical ingredients of the decision-making capabilities for self-driving cars. Helm.ai leveraged its industry-validated surround view full scene semantic segmentation and 3D detection system as the core representation to enable training intent prediction and path planning capabilities. Additionally, the foundation models are trained using the company’s proprietary Deep Teaching technology to achieve broad predictive capability in a scalable way.

Helm.ai’s technology learns directly from real driving data and uses the company’s highly accurate and temporally stable perception system to capture information about complex behaviors of vehicles and pedestrians and the surrounding driving environment, leading to DNNs that automatically learn subtle yet important aspects of urban driving. The foundation models powering Helm.ai’s intent and path prediction gather input from a series of observed images and generate predicted video sequences that represent the most likely possible outcomes of what happens next. The models also provide a predicted path for the autonomous vehicle that is consistent with the intent prediction. Both the intent prediction and path prediction capabilities are essential for planning the safest optimal action by the autonomous vehicle.

Importantly, the Helm DNN foundation models for intent prediction and path planning are trained in the highly scalable Deep Teaching paradigm, enabling unsupervised learning about complex urban driving scenarios directly from real driving data. This approach circumvents cumbersome physics-based simulators and hand-coded rules, which are insufficient to capture the full complexity of driving in the real world. In particular, the Helm.ai development and validation pipeline, while optimized for high end ADAS L2/L3 mass production software, can also be directly applied to L4 fully autonomous applications. Moreover, the Helm.ai scalable AI approach readily generalizes to robotics domains beyond self-driving vehicles.

Helm.ai is building an AI-first approach to autonomous driving that is designed to seamlessly scale from high-end ADAS L2/L3 mass production programs all the way to large scale L4 deployments. The company’s software-only platform is hardware-agnostic and vision-first, addressing the critical perception problem for vision yet also incorporating sensor fusion between vision and radar/lidar as needed. The technology advancements announced today accelerate the value of Helm.ai’s software offering by paving the way for scalable development and validation of AI-based intent prediction and path planning software for autonomous vehicles.

“At Helm.ai we are pioneering a highly scalable AI approach that addresses high end ADAS L2/L3 mass production and large scale L4 deployments simultaneously in the same framework,” said Helm.ai CEO Vladislav Voroninski.

“Perception is the critical first component of any self-driving stack. The more comprehensive and temporally stable a perception system is, the easier it is to build the downstream prediction capabilities, which is especially critical for complex urban environments. Leveraging our industry-validated surround-view urban perception system and Deep Teaching training technology, we trained DNN foundation models for intent prediction and path planning to learn directly from real driving data, allowing them to understand a wide variety of urban driving scenarios and the subtleties of human behavior without the need for traditional physics based simulators or hand-coded rules.”

Helm.ai closed a $55 million Series C funding round in August 2023. The round was led by Freeman Group and includes investments from venture capital firms ACVC Partners and Amplo as well as strategic investments from Honda Motor, Goodyear Ventures, and Sungwoo Hitech. This financing brings the total amount raised by Helm.ai to $102M.

About Helm.ai
Helm.ai is building the next generation of AI software for high-end ADAS, L4 autonomous driving and robotics. Founded in November 2016 in Menlo Park, CA, the company has re-envisioned the way AI software is built to make truly scalable autonomous driving a reality. For more information on Helm.ai, including its products, SDK and open career opportunities, visit https://www.helm.ai/ or find Helm.ai on LinkedIn.

Photo – https://mma.prnewswire.com/media/2307805/Intent___Path_Prediction_Top_3.mp4
Logo – https://mma.prnewswire.com/media/1178129/Helm_ai_logo.jpg 

View original content:https://www.prnewswire.co.uk/news-releases/helmai-announces-dnn-foundation-models-for-intent-prediction-and-path-planning-302022560.html

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

Technology

BASX Hosts Ribbon-Cutting Ceremony for New State-of-the-Art Weld Shop

Published

on

By

REDMOND, Ore., Sept. 19, 2024 /PRNewswire/ — BASX (“BASX” or the “Company”), a leader in the manufacturing of high-efficiency data center cooling solutions, cleanroom systems, and custom HVAC systems, is proud to announce the official ribbon-cutting ceremony for its newly completed 36,000-square-foot weld shop. The Redmond Chamber of Commerce performed the ribbon cutting on September 18th, 2024, at BASX headquarters.

The weld shop will create significant job opportunities in the Central Oregon region, with the capacity to fill an additional 30 welding positions. Positions range from entry-level to experienced roles, with professional opportunities in various growing departments within the Company.

“This new facility is a major investment not just in our company, but in the future of Central Oregon,” said Dave Benson, AAON VP and BASX President. “We can now deliver even higher levels of quality and efficiency while providing more job opportunities for the community. We’re proud to support local manufacturing growth and look forward to seeing the impact this expansion will have on both BASX and the region.”

The new shop marks a major expansion in the Company’s production capabilities, introducing state-of-the-art welding technology within a climate-controlled environment. Equipped with advanced air filtration systems, including an AAON make-up air unit and multiple air scrubbers, the shop ensures exceptional air quality for its workers. The space also features two 5-ton overhead cranes and six ½-ton cantilever jib cranes, allowing for efficient movement of materials across the facility.

A key highlight of the facility is its cutting-edge tube laser, capable of precision cutting and profiling round and square tubes, as well as C-channel and I-beam profiles up to 27 feet in length. Additionally, a 75-foot-long dual-zone robotic welding cell is scheduled to be installed and operational in early 2025, enabling the welding of large subassemblies up to 10 tons.

The shop’s innovative capabilities will support the Company’s growth and solidify its position for ongoing expansion. In addition to the 30 new welding jobs, BASX is actively hiring across various departments to support its continued success. To learn more about available positions and apply, visit the BASX careers page at www.basxsolutions.com/careers.

About BASX
Founded in 2014 in Central Oregon, BASX is an industry leader in the manufacturing of high-efficiency data center cooling solutions, cleanroom systems, custom HVAC systems, and modular solutions. Acquired by AAON in 2021, BASX continues to focus on quality, innovation, and state-of-the-art technology. The Company is proud to display the Made-in-America emblem on all its products. For more information, please visit www.basx.com.

Contact Information
Christina Lattanzio
Marketing Manager
(918) 508-9272
Email: Marketing@basx.com

View original content to download multimedia:https://www.prnewswire.com/news-releases/basx-hosts-ribbon-cutting-ceremony-for-new-state-of-the-art-weld-shop-302253745.html

SOURCE AAON

Continue Reading

Technology

NASA Sets Coverage for Astronaut Tracy C. Dyson, Crewmates Return

Published

on

By

WASHINGTON, Sept. 19, 2024 /PRNewswire/ — NASA astronaut Tracy C. Dyson, accompanied by Roscosmos cosmonauts Nikolai Chub and Oleg Kononenko, will depart from the International Space Station aboard the Soyuz MS-25 spacecraft, and return to Earth.

Dyson, Chub, and Kononenko will undock from the orbiting laboratory’s Prichal module at 4:37 a.m. EDT Monday, Sept. 23, heading for a parachute-assisted landing at 8 a.m. (5 p.m. Kazakhstan time) on the steppe of Kazakhstan, southeast of the town of Dzhezkazgan.

NASA’s live coverage of return and related activities will stream on NASA+ and the agency’s website. Learn how to stream NASA content through a variety of platforms, including social media.

A change of command ceremony also will stream on NASA platforms at 10:15 a.m. Sunday, Sept. 22. Kononenko will hand over station command to NASA astronaut Suni Williams for Expedition 72, which begins at the time of undocking.

Spanning 184 days in space, Dyson’s mission includes covering 2,944 orbits of the Earth and a journey of 78 million miles. The Soyuz MS-25 spacecraft launched March 23, and arrived at the station March 25, with Dyson, Roscosmos cosmonaut Oleg Novitskiy, and spaceflight participant Marina Vasilevskaya of Belarus. Novitskiy and Vasilevskaya were aboard the station for 12 days before returning home with NASA astronaut Loral O’Hara on April 6.

Kononenko and Chub, who launched with O’Hara to the station on the Soyuz MS-24 spacecraft last September, will return after 374 days in space and a trip of 158.6 million miles, spanning 5,984 orbits.

Dyson spent her fourth spaceflight aboard the station as an Expedition 70 and 71 flight engineer, and departs with Kononenko, completing his fifth flight into space and accruing an all-time record 1,111 days in orbit, and Chub, who completed his first spaceflight.

After returning to Earth, the three crew members will fly on a helicopter from the landing site to the recovery staging city of Karaganda, Kazakhstan. Dyson will board a NASA plane and return to Houston, while Kononenko and Chub will depart for a training base in Star City, Russia.

NASA’s coverage is as follows (all times Eastern and subject to change based on real-time operations):

Sunday, Sept. 22
10:15 a.m. – Expedition 71/72 change of command ceremony begins on NASA+ and the agency’s website.

Monday, Sept. 23
12:45 a.m. – Hatch closing coverage begins on NASA+ and the agency’s website.

1:05 a.m. – Hatch closing

4 a.m. – Undocking coverage begins on NASA+ and the agency’s website.

4:37 a.m. – Undocking

6:45 a.m. – Coverage begins for deorbit burn, entry, and landing on NASA+ and the agency’s website.

7:05 a.m. – Deorbit burn

8 a.m. – Landing

For more than two decades, people have lived and worked continuously aboard the International Space Station, advancing scientific knowledge, and making research breakthroughs that are not possible on Earth. The station is a critical testbed for NASA to understand and overcome the challenges of long-duration spaceflight and to expand commercial opportunities in low Earth orbit. As commercial companies focus on providing human space transportation services and destinations as part of a robust low Earth orbit economy, NASA is focusing more resources on deep space missions to the Moon as part of Artemis in preparation for future human missions to Mars.

Learn more about International Space Station research and operations at:

https://www.nasa.gov/station

View original content to download multimedia:https://www.prnewswire.com/news-releases/nasa-sets-coverage-for-astronaut-tracy-c-dyson-crewmates-return-302253747.html

SOURCE NASA

Continue Reading

Technology

Global claims guidance leader EvolutionIQ joins as CALI’s inaugural Life Partner

Published

on

By

NEW YORK, Sept. 20, 2024 /PRNewswire/ — US-based EvolutionIQ, a global leader in claims guidance technology, has signed on as the Council of Australian Life Insurers (CALI)’s first Life Partner as part of its corporate partner program.

The CALI Partner Program is designed to foster collaboration and create a connected ecosystem of industry experts.

CALI Life Partners share the industry’s mission to make life insurance accessible, understandable and trusted. They are companies that support Australian life insurers to help Australians and their families have peace of mind about their future so they can live in the most healthy, confident and secure way.

“We are pleased to welcome EvolutionIQ as CALI’s inaugural Life Partner. The CALI Partner Program plays an important role in connecting our members to the latest innovators, like EvolutionIQ, that can move their businesses forward,” said CALI CEO Christine Cupitt.

“We want to work closely with each of our partners to strengthen and support the life insurance industry to deliver better customer experiences for millions of Australians on their best and worst days.”

Headquartered in New York, EvolutionIQ has expanded significantly since 2019. Its clients include major insurance carriers such as Sun Life, Reliance Matrix and Principal Financial. Their AI-powered software makes insurance claims processes more personalised, fair and cost-effective so that more people can recover faster and return to work.

“We are committed to supporting the Australian life insurance ecosystem and being a CALI Life Partner enables us to specialise our products to meet the dynamic needs of the Australian markets,” said EvolutionIQ’s Co-CEO, Mike Saltzman.

“Our partnership with CALI means we can contribute to and shape customer experiences in Australia, and ultimately help more people return to health and a livelihood sooner.”

About EvolutionIQ
EvolutionIQ pioneered Claims Guidance in 2019. Its explainable AI guides insurance claims professionals to their highest potential impact claims, improving the claimant experience and delivering better claim outcomes to claimants, carriers and their customers. EvolutionIQ serves the group disability, individual disability and workers’ compensation markets worldwide. EvolutionIQ’s AI native products have been adopted by 70% of the top 15 U.S. disability carriers and a growing list of workers’ compensation carriers. The New York-based company employs 185 staff across the United States, Europe and Australia. For more information, visit evolutioniq.com and follow the company on LinkedIn.

About CALI
We support Australians to make informed choices about their future and help them live in a healthy, confident and secure way over their lifetime.

Our members’ products and services give people peace of mind when making important decisions and provide a financial safety net during life’s biggest challenges.

We advocate for national policy settings that expand Australians’ access to the life insurance protection that suits them when they need it most.

CALI represents all life insurers and reinsurers in Australia. The Australian life insurance industry is today a $26.4billion industry, employing thousands of Australians and paying billions of dollars of benefits each year.

To view CALI’s corporate partners visit www.cali.org.au/about-us/#our-partners

For more information, visit www.cali.org.au

Media Contact
Jason Kapler
Vice President of Marketing
EvolutionIQ
(917) 740-5608
Press@evolutioniq.com

Logo – https://mma.prnewswire.com/media/1723642/EvolutionIQ_Logo.jpg
Logo – https://mma.prnewswire.com/media/2509100/CALI_logo.jpg

View original content:https://www.prnewswire.com/apac/news-releases/global-claims-guidance-leader-evolutioniq-joins-as-calis-inaugural-life-partner-302253427.html

SOURCE EvolutionIQ

Continue Reading

Trending