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Imagimob and FotaHub, Inc. partner to accelerate mass deployment and update of tinyML applications

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Today, Imagimob, a leading provider of tinyML platforms, and FotaHub, Inc., a leading provider of firmware and AI model over-the-air update technology, announced a partnership where Imagimob’s tinyML platform will be seamlessly integrated with FotaHub’s cloud-based firmware over-the-air update and provisioning service.

This enables developers to use Imagimob AI to create production-ready deep learning tinyML applications, and perform mass deployment and update applications in the field using the FotaHub services. Once an edge ML model is ready for deployment in Imagimob AI, it will be automatically uploaded to a corresponding repository for versioned firmware/ML model updates at FotaHub and become ready for rollout to the end devices. This opens the door for the tinyML world to support continuous learning and integration and deployment of ML models regardless of the targeted microprocessor platform or the physical location of the devices.

The combination of Imagimob/FotaHub technologies provides a very innovative and effective solution to some major challenges that customers are facing today: How to make mass deployment and updates of ML models in the field, how to ease the burden of ML models’ long-term maintenance, and how to address model drift and improve the model’s performance in the field.

Imagimob and FotaHub are pairing the tinyML and OTA convergence dynamics with easy to use tools and a secure deployment infrastructure to drive differentiated solutions that maximize the business value of intelligent endpoints. Both companies’ joint effort will unleash a dramatic decrease of the effort, time and cost to get ML-enabled devices ready and evolve them over the whole product lifetime.

FotaHub allows new features to be added to devices and ensure their optimal operation, even after having proceeded to large scale field deployments of the same. FotaHub also opens the possibility to rapidly respond to defects and security vulnerabilities. Thanks to its impressive variety of dedicated embedded device SDKs, FotaHub is silicon manufacturer-independent and can be used for any kind of microcontroller-based or embedded Linux device. FotaHub particularly allows ML models inside embedded devices to be kept up-to-date, model drift to be addressed and new firmware/ML model versions to be prototyped and rolled out in very short cycles. In addition, FotaHub offers a worldwide unique set of SSL/TLS extensions to support secure delivery of firmware/ML model updates to very small microcontrollers, and thereby helps to bridge the huge gap between the embedded device-side world and the IT/cloud universe.

Imagimob AI is an end-to-end development platform for machine learning on edge devices. It allows developers to go from data collection to deployment on an edge device in minutes. Imagimob AI is used by many customers to build production-ready models for a range of use cases including audio, gesture recognition, human motion, predictive maintenance, material detection and many more.

Imagimob and FotaHub will demonstrate the solution at tinyML EMEA Summit that is held on October 10-12 in Larnaca, Cyprus.

Contact:Imagimob: Anders Hardebring, CEO and Co-founder, email: anders@imagimob.com, phone: +46 705910614FotaHub: Abdelghani EL-Kacimi, CEO and Founder, email: elkacimi@fotahub.com, phone: +33 678994854

About ImagimobImagimob is a fast-growing startup driving innovation at the forefront of Edge AI and tinyML—and enabling the intelligent products of the future. Based in Stockholm, Sweden, the company has been serving global customers within the automotive, manufacturing, healthcare, and lifestyle industries since 2013. In 2020, Imagimob launched Imagimob AI – a development platform for machine learning on edge devices. Imagimob AI guides and empowers users throughout the entire development journey, resulting in game-changing productivity and faster time-to-market. Learn more at www.imagimob.com

About FotaHub, IncFounded in 2021, FotaHub is a technology startup with the focus on building and providing collaborative, cloud-based, secure and silicon vendor-neutral Over-The-Air services and solutions. FotaHub guarantees easy, scalable and secure deployment and maintenance of AI models on edge devices. The company’s technology is a game changer for any industry relying on embedded software. This is the case for most industries today. FotaHub helps device makers to dramatically reduce time, costs and effort to get AIoT and tinyML systems ready for production and evolve them over the whole product lifetime. Learn more at www.fotahub.com

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Canada’s Denis Shapovalov wins Belgrade Open for his second ATP Tour title

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BELGRADE, Serbia – Canada’s Denis Shapovalov is back in the winner’s circle.

The 25-year-old Shapovalov beat Serbia’s Hamad Medjedovic 6-4, 6-4 in the Belgrade Open final on Saturday.

It’s Shapovalov’s second ATP Tour title after winning the Stockholm Open in 2019. He is the first Canadian to win an ATP Tour-level title this season.

His last appearance in a tournament final was in Vienna in 2022.

Shapovalov missed the second half of last season due to injury and spent most of this year regaining his best level of play.

He came through qualifying in Belgrade and dropped just one set on his way to winning the trophy.

Shapovalov’s best results this season were at ATP 500 events in Washington and Basel, where he reached the quarterfinals.

Medjedovic was playing in his first-ever ATP Tour final.

The 21-year-old, who won the Next Gen ATP Finals presented by PIF title last year, ends 2024 holding a 9-8 tour-level record on the season.

This report by The Canadian Press was first published Nov. 9, 2024.

The Canadian Press. All rights reserved.



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Talks to resume in B.C. port dispute in bid to end multi-day lockout

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VANCOUVER – Contract negotiations resume today in Vancouver in a labour dispute that has paralyzed container cargo shipping at British Columbia’s ports since Monday.

The BC Maritime Employers Association and International Longshore and Warehouse Union Local 514 are scheduled to meet for the next three days in mediated talks to try to break a deadlock in negotiations.

The union, which represents more than 700 longshore supervisors at ports, including Vancouver, Prince Rupert and Nanaimo, has been without a contract since March last year.

The latest talks come after employers locked out workers in response to what it said was “strike activity” by union members.

The start of the lockout was then followed by several days of no engagement between the two parties, prompting federal Labour Minister Steven MacKinnon to speak with leaders on both sides, asking them to restart talks.

MacKinnon had said that the talks were “progressing at an insufficient pace, indicating a concerning absence of urgency from the parties involved” — a sentiment echoed by several business groups across Canada.

In a joint letter, more than 100 organizations, including the Canadian Chamber of Commerce, Business Council of Canada and associations representing industries from automotive and fertilizer to retail and mining, urged the government to do whatever it takes to end the work stoppage.

“While we acknowledge efforts to continue with mediation, parties have not been able to come to a negotiated agreement,” the letter says. “So, the federal government must take decisive action, using every tool at its disposal to resolve this dispute and limit the damage caused by this disruption.

“We simply cannot afford to once again put Canadian businesses at risk, which in turn puts Canadian livelihoods at risk.”

In the meantime, the union says it has filed a complaint to the Canada Industrial Relations Board against the employers, alleging the association threatened to pull existing conditions out of the last contract in direct contact with its members.

“The BCMEA is trying to undermine the union by attempting to turn members against its democratically elected leadership and bargaining committee — despite the fact that the BCMEA knows full well we received a 96 per cent mandate to take job action if needed,” union president Frank Morena said in a statement.

The employers have responded by calling the complaint “another meritless claim,” adding the final offer to the union that includes a 19.2 per cent wage increase over a four-year term remains on the table.

“The final offer has been on the table for over a week and represents a fair and balanced proposal for employees, and if accepted would end this dispute,” the employers’ statement says. “The offer does not require any concessions from the union.”

The union says the offer does not address the key issue of staffing requirement at the terminals as the port introduces more automation to cargo loading and unloading, which could potentially require fewer workers to operate than older systems.

The Port of Vancouver is the largest in Canada and has seen a number of labour disruptions, including two instances involving the rail and grain storage sectors earlier this year.

A 13-day strike by another group of workers at the port last year resulted in the disruption of a significant amount of shipping and trade.

This report by The Canadian Press was first published Nov. 9, 2024.

The Canadian Press. All rights reserved.



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The Royal Canadian Legion turns to Amazon for annual poppy campaign boost

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The Royal Canadian Legion says a new partnership with e-commerce giant Amazon is helping boost its veterans’ fund, and will hopefully expand its donor base in the digital world.

Since the Oct. 25 launch of its Amazon.ca storefront, the legion says it has received nearly 10,000 orders for poppies.

Online shoppers can order lapel poppies on Amazon in exchange for donations or buy items such as “We Remember” lawn signs, Remembrance Day pins and other accessories, with all proceeds going to the legion’s Poppy Trust Fund for Canadian veterans and their families.

Nujma Bond, the legion’s national spokesperson, said the organization sees this move as keeping up with modern purchasing habits.

“As the world around us evolves we have been looking at different ways to distribute poppies and to make it easier for people to access them,” she said in an interview.

“This is definitely a way to reach a wider number of Canadians of all ages. And certainly younger Canadians are much more active on the web, on social media in general, so we’re also engaging in that way.”

Al Plume, a member of a legion branch in Trenton, Ont., said the online store can also help with outreach to veterans who are far from home.

“For veterans that are overseas and are away, (or) can’t get to a store they can order them online, it’s Amazon.” Plume said.

Plume spent 35 years in the military with the Royal Engineers, and retired eight years ago. He said making sure veterans are looked after is his passion.

“I’ve seen the struggles that our veterans have had with Veterans Affairs … and that’s why I got involved, with making sure that the people get to them and help the veterans with their paperwork.”

But the message about the Amazon storefront didn’t appear to reach all of the legion’s locations, with volunteers at Branch 179 on Vancouver’s Commercial Drive saying they hadn’t heard about the online push.

Holly Paddon, the branch’s poppy campaign co-ordinator and bartender, said the Amazon partnership never came up in meetings with other legion volunteers and officials.

“I work at the legion, I work with the Vancouver poppy office and I go to the meetings for the Vancouver poppy campaign — which includes all the legions in Vancouver — and not once has this been mentioned,” she said.

Paddon said the initiative is a great idea, but she would like to have known more about it.

The legion also sells a larger collection of items at poppystore.ca.

This report by The Canadian Press was first published Nov. 9, 2024.

The Canadian Press. All rights reserved.



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