Deci | September 26, 2022
Deci, the deep learning company harnessing AI to build AI, today announced a new set of industry-leading semantic segmentation models, dubbed DeciSeg. Deci’s proprietary Automated Neural Architecture Construction (AutoNAC) technology automatically generated semantic segmentation models that significantly outperform the most powerful models publicly available, such as the MobileViT released by Apple, and the DeepLab family released by Google. Deci’s models deliver more than 2x lower latency, as well as 3-7% higher accuracy.
Semantic segmentation is one of the most widely used computer vision tasks across many business verticals, including automotive, smart cities, healthcare, and consumer applications, and is often required for many edge AI applications. However, significant barriers exist to running semantic segmentation models directly on edge devices, such as high latency and the inability to deploy those models due to their size.
With DeciSeg models, semantic segmentation tasks that previously could not be carried out at the edge because they were too resource intensive are now possible. This allows companies to develop new use cases and applications on edge devices, reduce inference costs (since AI practitioners will no longer need to run these tasks in expensive cloud environments), open new markets, and shorten development times.
“DeciSegs are an example of the power of Deci’s AutoNAC engine capabilities to generate custom hardware-aware deep learning models with unparalleled performance on any hardware. AI teams can easily use DeciSegs models or leverage Deci’s AutoNAC engine to build and deploy custom models that run real-time computer vision tasks on their edge devices.” said Yonatan Geifman, PhD, co-founder and CEO of Deci.
Deci’s platform has a proven-track record in enabling AI at the edge and empowering AI teams to build and deploy production grade deep learning models. Earlier this year, Deci announced the discovery of DeciNets for CPUs, which reduced the gap between a model’s inference performance on a GPU versus a CPU by half, without sacrificing the model’s accuracy, enabling AI to run on lower cost, resource constrained hardware.
“In the world of automated deep neural network design and construction, Deci’s AutoNAC technology is a game changer. It uses deep learning to search vast spaces of neural networks for the model most appropriate for a particular task and particular AI chip. In this case, AutoNAC was applied to the Pascal VOC Semantic Segmentation task on NVIDIA’s Jetson Xavier NX™ chip and we are very pleased with the results.” said Ran El-Yaniv, co-founder and Chief Scientist of Deci and Professor of Computer Science at the Technion – Israel Institute of Technology.
Deci’s platform is serving customers across industries in various production environments including edge, mobile, data centers and cloud. To learn more about how leading AI teams leverage Deci’s platform to build production grade models and accelerate inference performance, visit here.
Deci enables deep learning to live up to its true potential by using AI to build better AI. With the company's deep learning development platform, AI developers can build, optimize, and deploy faster and more accurate models for any environment including cloud, edge, and mobile, allowing them to revolutionize industries with innovative products. The platform is powered by Deci's proprietary automated Neural Architecture Construction technology (AutoNAC), which automatically generates and optimizes deep learning models' architecture and allows teams to accelerate inference performance, enable new use cases on limited hardware, shorten development cycles and reduce computing costs. Founded by Yonatan Geifman, Jonathan Elial, and Professor Ran El-Yaniv, Deci's team of deep learning engineers and scientists are dedicated to eliminating production-related bottlenecks across the AI lifecycle.
AI TECH,SOFTWARE,FUTURE TECH
Amelia | September 27, 2022
Amelia, the leading Enterprise Conversational AI software company, today announced that Amelia has been recognized as a Leader in Conversational AI in Everest Group's recent report, Conversational AI – Technology Vendor Landscape with Products PEAK Matrix® Assessment 2022. This marks the second consecutive year that Amelia has been recognized by Everest Group for its leadership in the Conversational AI market.
For this PEAK Matrix® assessment, Everest Group evaluated the Vision & Capability and Market Impact of 26 global Conversational AI technology vendors, and then classified each company into one of three categories: Leaders, Major Contenders and Aspirants. Of the 26 vendors assessed, Amelia is named the Leader and placed in the highest overall position in Everest Group's PEAK Matrix®.
In the report, Amelia is the only vendor to be listed amongst the top technology vendors for all major business functions, and leads in all major industries – including banking, telecom, healthcare and insurance. Everest Group also highlights Amelia's considerable experience working with global clients from across all industries as a notable strength.
Amelia's omnichannel capabilities, sentiment analysis, agent-assist and built-in Orchestration Services are also all recognized as key advantages of the company's Conversational AI platform. "Buyers have also highlighted the cognitive capabilities of the platform, its partnership ecosystem, and the Amelia team's transparency as strength areas of the vendor," the report states.
"There is no denying the critical role that Conversational AI continues to play for successful businesses, as evidenced by the exponential increase in adoption that we're observing across industries. As pioneers of this competitive landscape, one which we have pursued for more than two decades, we are honored and proud that for two years running, Everest Group has recognized Amelia as the clear Leader in Conversational AI."
Chetan Dube, CEO of Amelia
Amelia is a leading Enterprise Conversational AI software company with a long history of innovation in automation and Conversational AI. We create fulfilling human experiences through groundbreaking AI solutions, as we enable conversational experiences, streamline IT operations, and automate processes. In 2014, we launched Amelia, the Most Human AI™; then in 2018, we introduced true end-to-end, enterprise-wide automation allowing enterprises to quickly optimize back-end operations. Amelia is consistently recognized by third-party analyst firms as a market leader. Headquartered in New York City with offices in 15 countries, Amelia's roster of client success stories speaks for itself: Our technology impacts more than 200 of the world's leading brands, including global leaders in banking, insurance, telecommunications, and other industries. See how Amelia is powering the Future of Work at amelia.ai.
AI TECH,GENERAL AI
Eidosmedia | September 29, 2022
Eidosmedia, a developer of digital publishing solutions for leading news-media groups worldwide, has partnered with Sophi.io, an AI-powered automation, optimization and prediction platform developed by The Globe and Mail, to bring seamless print laydown automation to Eidosmedia customers.
The solution brings the entire print page layout process down from hours to just minutes, without the use of templates. Publishers can dramatically improve productivity and cut costs, all within the Méthode platform they currently use.
“The complexity of print page layouts has until now defied the easy automation that speeds the publishing of online formats. “For our customers, especially large regional groups and national titles, print editions continue to be a major source of revenue. There’s intense interest in ways to cut production times and costs in this important publishing channel.”
Marco Cetola, Eidosmedia Sales and Partner Program Director
“The fit between our print edition building routines and Sophi’s AI engine turned out to be very good,” said Marco. “We were quickly able to start training the pagination model on existing layouts, and we had the first results in a matter of days”.
“The productivity boost obtained is exceptional,” said Marco, “especially for daily publications where the page-design operation is usually running against the clock.” In fact, a typical 32-page print edition can be paginated in minutes compared to several hours for a manual operation.
Sophi-powered print automation is different than other print production solutions in that it is completely template-free. It uses smart AI to ensure that a publisher’s printed pages look and feel as though they were produced by experienced editors and page designers. Each page is designed from scratch following each individual brand’s design vocabulary. The final output is a print-ready PDF or InDesign file that’s ready in minutes.
Among those who stand to benefit from the new technology are page designers themselves. Page designers have been under pressure for some time to increase their productivity as publishers try to cut costs. With fewer hands to lay out growing numbers of pages, the designer’s job has in many cases become a stressful race against time. The automation engine will take routine tasks off their hands so they can devote more time to the front pages, features and special layouts where their creativity can really add value.
“Page automation is the greatest innovation in the publishing industry since the personal computer replaced typewriters,” said Marco.
Gabe Gonda, VP at Sophi.io, commented: “Sophi is delighted to be entering a partnership with Eidosmedia to deliver our print automation technology through the Méthode platform. Eidosmedia is a first-class CMS vendor with deep knowledge of its clients’ evolving needs. This partnership will help deliver a unique and high-value solution to some of the best newspaper publishers in the world.”
Eidosmedia is a global leader in content management and digital publishing. Eidosmedia solutions are used by news-media organizations throughout the world to create and deliver portfolios of news products ranging from advanced digital formats to traditional newspapers and magazines.
About Sophi Inc.
Sophi.io was developed by The Globe and Mail to help content publishers make important strategic and tactical decisions. It is a suite of AI and ML-powered automation, optimization and prediction solutions that include Sophi Site Automation, Sophi for Paywalls and Sophi for First Party Data. Sophi also powers one-click automated laydown of template-free print publishing. Sophi is designed to improve the metrics that matter most to your business.