Technology

ModelNova revolutionizes AI Application Development for Small Devices

Published

2 years ago

June 24, 2024

SILICON VALLEY, Calif. , June 24, 2024 /PRNewswire/ — From the TinyML Summit in Milan Italy, embedUR systems Inc., a leader in embedded systems and Edge AI, and a TinyML sponsor partner, is thrilled to announce the launch of ModelNova, a groundbreaking software hub catering for Edge AI solutions.

ModelNova is a model zoo for pre-trained AI models, optimized for different software frameworks and a variety of low-power hardware platforms with and without native AI acceleration. This innovative platform streamlines Edge AI product development, enabling rapid prototyping and deployment of intelligent applications on edge devices, in a fraction of the time it used to take to develop Edge AI solutions from scratch.

ModelNova addresses a significant challenge faced by developers: the complexity of selecting, creating, training, porting, and optimizing AI models for different hardware platforms, especially low-power IoT devices.

This is a critical process, upon-which the success of a project largely depends. It requires extensive expertise in low-level firmware, plus a deep understanding of the silicon they are trying to optimize for, which is a rare skill set.

ModelNova bridges this gap by offering a diverse collection of pre-trained models for AI Vision, Speech, Sound and more, which have already been fine-tuned to run on multiple combinations of hardware and software architectures.

Most AI models begin as academic research and open source implementations trained with a particular dataset not ready for real end product development. Leveraging our unique expertise in AI and embedded software device integration to maximize performance and minimize power usage, we have adapted the models for use in real-world applications.

“Our platform removes the barriers to entry for AI prototyping and development on low-powered devices, enabling engineers to focus on innovation rather than the intricacies of hardware integration and optimization”, says John Marconi, VP Technology at embedUR

Developers will be able to download models known to run on hardware similar to what they have in mind to use, and quickly evaluate the feasibility of their application. This dramatically reduces the time required to build proof of concepts and validate the hardware for Edge AI applications, allowing developers to move from idea to proof of concept in days not months.

“With its focus on models for resource-constrained devices, ModelNova can accelerate the developer journey for IoT Edge AI, and showcases what can be enabled on Synaptics’ Astra™ AI-Native™ devices”, said Vikram Gupta, Senior Vice President and General Manager of IoT Processors, Chief Product Officer, Synaptics

Key Benefits of ModelNova:

Rapid Prototyping: Developers can download pre-trained models for functions similar to those needed by their application and see how well they run on different platforms of choice.

Streamlined Development: Developers only need to adapt or retrain existing models to perform new functions, which is a lot less work than creating the model, in the first place.

Access to Edge AI Expertise: As integrators of these models to the different platforms they run on, embedUR is available to assist with model optimization, training for application use-cases, and integration to target hardware to accelerate productization.

“This is an exciting resource for the developer community, unlocking new possibilities for developing edge AI solutions at a much faster pace,” said Pete Bernard, Executive Director of the TinyML Foundation.

Silicon vendors and platform creators who are building new AI-native hardware are encouraged to reach out to embedUR to have ModelNova’s library of models ported to and optimized on their new devices.

ModelNova enables businesses in all sectors from healthcare to agriculture to explore new market opportunities with minimal upfront investment and risk.

Join ModelNova.ai today, and start validating your Edge AI designs in days instead of months.

About embedUR systems Inc.:

Headquartered in Fremont, California, embedUR systems is a leader in embedded systems and wireless technologies, specializing in Wi-Fi, IoT, and TinyML. We are enabling the Intelligent Edge one device at a time. We help businesses develop Edge AI solutions and get to market fast.

By launching ModelNova, embedUR is set to revolutionize the way AI applications are developed and deployed on low-powered devices, empowering engineers to innovate faster and more efficiently than ever before.

Photo: https://mma.prnewswire.com/media/2446151/embedUR_systems_ModelNova.jpg
Logo: https://mma.prnewswire.com/media/2446152/embedUR_systems_Logo.jpg

View original content to download multimedia:https://www.prnewswire.com/news-releases/modelnova-revolutionizes-ai-application-development-for-small-devices-302180382.html

SOURCE embedUR systems

Technology

Peninsula Visa Launches Comprehensive OCI Processing Services

Published

1 hour ago

May 3, 2026

Peninsula Visa, a trusted leader in immigration and visa processing services with over 50 years of expertise, today announced the launch of its comprehensive Overseas Citizen of India (OCI) processing services. To celebrate this milestone, Peninsula Visa is offering new users an exclusive 20% discount with promo code OCI20 at checkout.

SAN JOSE, Calif., May 3, 2026 /PRNewswire-PRWeb/ — Peninsula Visa, a trusted leader in immigration and visa processing services with over 50 years of expertise, today announced the launch of its comprehensive Overseas Citizen of India (OCI) processing services. To celebrate this milestone, Peninsula Visa is offering new users an exclusive 20% discount with promo code OCI20 at checkout.

For 50 years, Peninsula Visa has helped families navigate immigration. OCI processing is one of our most impactful services, connecting the Indian diaspora to their heritage. We’re proud to bring our expertise to help families secure OCI status with confidence. Evan James, CEO

A Full Suite of OCI Services

Peninsula Visa’s OCI services cover every stage of the OCI lifecycle, ensuring that members of the Indian diaspora receive expert support from start to finish.

The four service types now available are:

New OCI Application — For foreign nationals of Indian origin, spouses of Indian citizens or existing OCI card holders, and minor children with at least one Indian parent applying for OCI status for the first time.OCI Card Renewal — For card holders whose OCI card has expired, or whose linked passport has been renewed or replaced and requires an updated booklet.Re-issuance (Age Milestones) — OCI cards must be re-issued when minors reach the age of 18 and again when card holders turn 50, due to significant changes in appearance. Peninsula Visa guides clients through both transitions seamlessly.Miscellaneous OCI Services — Covering corrections to existing records, lost or damaged card replacement, address changes, and other administrative updates to the OCI file.

Why Choose Peninsula Visa for Your OCI Application

Peninsula Visa brings decades of institutional knowledge and a client-first philosophy to every OCI case.

Key value propositions include:

Expert Guidance — Dedicated OCI specialists with deep knowledge of consulate requirements, eligibility rules, and documentation standards across all service types.High Approval Rate — A meticulous multi-stage review process that identifies and resolves issues before submission, dramatically reducing the likelihood of rejection or delay.Fast Turnaround — Standard processing in 12-15 Business Days for most OCI service types, with real-time status updates throughout the process.End-to-End Support — Personalized document checklists, secure document uploads, expert form preparation, consulate submission, and post-submission tracking — all in one place.

Launch Promotion

Save 20% on any OCI service — new users only

OCI20

Enter code OCI20 at checkout. Available to new users. No expiration date.

Leadership Perspective

“For 50 years, Peninsula Visa has helped individuals and families navigate the complexities of immigration documentation. OCI processing is one of the most impactful services we have ever added — it directly connects the Indian diaspora to their heritage country in a lasting, meaningful way. We are proud to bring our proven expertise and client-centric approach to this important service, and we look forward to helping thousands of families secure their OCI status with confidence.”

Founded in 1975, Peninsula Visa has built its reputation on precision, transparency, and a genuine commitment to client outcomes. The addition of OCI processing services reflects the company’s ongoing mission to expand its offerings to meet the evolving needs of immigrants and their families across the United States.

Get Started Today

Eligible applicants can begin their OCI journey by visiting Peninsula Visa’s dedicated OCI Services page. New users can take advantage of the 20% launch discount by entering promo code OCI20 at checkout when selecting any OCI service type.

Media Contact

Evan James, Peninsula Visa, 1 4087277515, media@peninsulavisa.com, https://peninsulavisa.com/

View original content to download multimedia:https://www.prweb.com/releases/peninsula-visa-launches-comprehensive-oci-processing-services-302760544.html

SOURCE Peninsula Visa

Technology

Peninsula Visa Launches Comprehensive OCI Processing Services

Published

1 hour ago

May 3, 2026

A Full Suite of OCI Services

Peninsula Visa’s OCI services cover every stage of the OCI lifecycle, ensuring that members of the Indian diaspora receive expert support from start to finish.

The four service types now available are:

Why Choose Peninsula Visa for Your OCI Application

Peninsula Visa brings decades of institutional knowledge and a client-first philosophy to every OCI case.

Key value propositions include:

Launch Promotion

Save 20% on any OCI service — new users only

OCI20

Enter code OCI20 at checkout. Available to new users. No expiration date.

Leadership Perspective

Get Started Today

Media Contact

Evan James, Peninsula Visa, 1 4087277515, media@peninsulavisa.com, https://peninsulavisa.com/

View original content to download multimedia:https://www.prweb.com/releases/peninsula-visa-launches-comprehensive-oci-processing-services-302760544.html

SOURCE Peninsula Visa

Technology

Booking.com’s Latest Travel and Sustainability Research Reveals Australian Generational Paradox

Published

2 hours ago

May 3, 2026

SYDNEY, May 4, 2026 /PRNewswire/ — Today Booking.com released its 11th annual research report into consumer attitudes and understanding of the social and environmental impact of travel. With insights from 32,500 travellers across 35 markets globally, including 1,000 from Australia, this year’s research highlights a generational paradox.

While 83% of Australian travellers say that more sustainable travel is important to them, older generations demonstrate greater commitment through concrete actions, despite younger generations often expressing stronger sustainability intentions.

Older generations demonstrate greater commitment through concrete sustainable actions, with almost two–thirds of Boomers across Asia Pacific (63%) saying they will shop more at local, independent stores on their trips, three–quarters (75%) planning to reduce general waste, and 63% intending to reduce energy consumption, higher than Gen X, Millennials and Gen Z.However, younger travellers are leading in cultural and conservation management; more than a quarter of Gen Z (27%) and Millennials (26%) participated in a tour or activity that contributed to the health or conservation of the local ecosystem or wildlife.Extreme weather is actively reshaping travel choices. Nearly three-quarters of Australian travellers said they consider extreme weather risk when choosing both destination (72%), and timing (75%), and 27% reported having cancelled or changed trip plans in the past twelve months due to extreme weather or natural disaster.Australian travellers are shifting when and where they travel, seeking reliable climates and comfort. 43% say they plan to avoid overcrowded tourist destinations, 42% plan to travel outside of peak season, and 26% will seek out destinations with cooler temperatures.In 2025, travellers booked more than 100 million room nights on Booking.com at accommodation partners with a third-party sustainability certification, including at 363 third-party certified Australian properties.

To find Booking.com’s full 2026 research, visit here.

View original content:https://www.prnewswire.com/apac/news-releases/bookingcoms-latest-travel-and-sustainability-research-reveals-australian-generational-paradox-302760310.html

SOURCE Booking.com