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How Computer Vision-Powered Pose Estimation Can Optimize Smart City Mobility

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How Computer Vision-Powered Pose Estimation Can Optimize Smart City Mobility

Pose estimation is an application of computer vision in smart cities.

It can be utilized for mobility management-related functions such as traffic control, elderly care in old age homes and several others.

Smart cities—or any cities, or towns, for that matter—are unrelenting cauldrons full of people and continual movement. Whether you talk about vehicular or pedestrian movement, one thing that everybody will unanimously agree on is the importance of mobility management. Poor traffic and vehicular management are directly responsible for approximately 1.3 million deaths every year. Smart cities, with all the technological and connectivity-based tools at their disposal, can use computer vision to make different kinds of mobility within them as frictionless as possible. Pose estimation, a computer vision-driven application, monitors the movement of people, vehicles, and other moving entities in smart cities. Based on this monitoring data, smart city administrators can optimize the mobility of different kinds in an urban environment. 

In this way, the use of computer vision in smart cities to aid urban mobility improves the livability quotient of such zones.

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Accident Prevention with Vehicle Pose Estimation

To state the obvious, behavioral monitoring—such an integral component of pose estimation—is not applicable to vehicles. In fact, vehicles may appear to move in different ways based on different CCTV camera angles alone. Computer vision algorithms can be trained to predict where a vehicle is headed or its future speed based on factors such as its alignment, the various road signs, status of its parking lamps or side-indicators—whether they’re engaged or not—and similar other factors to estimate its position in the immediate future. If the cameras preempt the possibility of a collision between moving vehicles or a vehicle and a pedestrian, they can communicate this with the vehicles over a connected smart city network, which can then prevent the mishap from happening. This feature is particularly useful in blind alley situations.

In this way, involving computer vision in smart cities simplifies the task of traffic management, accident prevention, and vehicular mobility regulation.

Eldercare with Ambient Intelligence

Care homes are full of individuals with dementia and other old age-related mental conditions that may make them behave in unpredictable ways. Ambient intelligence involves sensors and computer vision cameras embedded into everyday objects for data collection. Without violating their privacy, such tools can be used to autonomously monitor them. Computer vision and machine learning algorithms can be modeled to detect potentially self-harming behavior and inform the concerned caretaker immediately. 

Pose estimation serves to make the mobility of any kind smooth in a smart city. Machine learning and computer vision in smart cities simply make that necessity a possibility.


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AWS and SoftwareOne collaborate on RISE with SAP

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Amazon Web Services (AWS) and SoftwareOne Holding AG, a global provider of end-to-end software and cloud technology solutions, have partnered to help customers transition to RISE with SAP on an AWS cloud environment.

Called the Ready for RISE on AWS bundle, it combines SoftwareOne’s deep SAP advisory and implementation knowledge with AWS technologies to expedite a client’s SAP transformation journey.

The collaboration comes at a time when there is growing pressure on organisations to decide how to modernise their SAP environments driven in part by the end of mainstream support for SAP ERP Central Component (SAP ECC) in 2027. Despite the imminent deadline, many organisations are still confused as to which path to take, including when to adopt RISE with SAP, SAP’s bundled offering of cloud solutions, infrastructure, and services that helps migrate SAP ERP to the cloud.

Ireneusz Hołowacz, Director of Application Development Center at GAVDI Polska, said: “A stable, efficient, and cost-effective environment for consultants and programmers is one of the most important priorities of our daily work. Thanks to the migration of our SAP systems to the AWS cloud with the help of SoftwareOne, GAVDI Polska has achieved all the goals set for this process.

In a survey recently conducted by SoftwareOne with Americas’ SAP Users’ Group (ASUG) – the full details of which will be revealed in January 2024 – showed that while 42% of respondents were familiar with RISE with SAP, 40% had heard of it but weren’t familiar with the details and 18% had never heard of it. Over half (52%) said they were still unsure how RISE with SAP would impact their existing relationship with cloud service providers.

“SAP customers have implemented some of the most comprehensive and complex enterprise systems in the industry and moving them to cloud services like AWS requires many important decisions to be made to optimise these investments,” says Joshua Greenbaum, Principal at EAC. “SoftwareOne’s extensive experience in the SAP ecosystem, combined with its unique capabilities around system rationalisation, cost containment, contracts and licenses, and cloud service management, among others, will provide customers deploying on AWS with the ability to make the most of RISE on SAP and other SAP offerings. Ready for RISE on AWS is an important offering for SAP customers at this critical moment in their business transformations.”

The Ready for RISE on AWS bundle will help clients understand their SAP transformation options and offer a comprehensive solution to organisations who consider RISE with SAP. It includes advisory data preparation, conversion services, data and AI, cloud innovation platform, supporting the entire journey to RISE on AWS. Clients will benefit from accelerated Return on Investment (ROI), optimal data management, and cost-saving strategies while laying the foundation for ongoing innovation and long-term business success.

Matt Schwartz, worldwide director, SAP Alliance & Partner Network at AWS, said: “As a valued AWS Premier Consulting Partner, AWS is working closely with SoftwareOne to offer SAP customers comprehensive assistance through each step of their journey to RISE with SAP on AWS.  SoftwareOne’s ability to bundle Advisory, Data & AI, Cloud Platform, and Operations considerations can be of high interest to customers who are seeking to understand RISE with SAP as well as the cloud native and operation considerations that surround and support the RISE with SAP construct.”

PF Grillet, SAP Business Lead at SoftwareOne, said: “There are many choices available to SAP clients who know they need to modernise but aren’t sure of the best option, particularly given the business-critical nature of the applications.

“All of our services are centered around our customers and what is right for them. This includes supporting and optimising RISE with SAP in scenarios when it’s the right decision based on their requirements. Our extensive knowledge of and relationship with AWS means we can help them better prepare and achieve a seamless transition to S/4HANA using RISE with SAP on AWS with reduced costs and risks. This collaboration goes beyond preparing businesses for change; it’s making transformation and becoming innovation-ready a reality using AWS technologies.”

The offering includes SNP tooling to reduce a customer’s data footprint and accelerate migration. SoftwareOne will migrate selected data to an AWS data lake, accelerate innovation readiness and ensure SAP data is suitable for broader data analytics and AI use cases. Clients gain access to innovative tools like AWS’ Sagemaker for Machine Learning, continuous data management and optimisation within the AWS environment. The AWS innovation platform also includes Amazon Bedrock that helps organisations accelerate adapting Large Language Models and deploying GenAI use cases that leverage the extended data set.

“While the future innovation opportunities are exciting, clients need to balance these with a pragmatic approach to costs,” explained Marilyn Moodley, Country Leader for South Africa and WECA at SoftwareOne, “We integrate ‘Cost-Out’ recommendations into the core of our services, providing a more cost-effective solution for customers, like reducing the data footprint size and optimising storage and archiving.

“Our expertise in the complexities of SAP licensing further drives cost savings while our FinOps capabilities enable customers to optimise their AWS cloud spend and effectively manage their AWS cloud environment, ensuring full transparency in their budgets. The overall result is a significantly reduced time for RISE migration, which translates into a quicker time to value.”

Want to learn more about cybersecurity and the cloud from industry leaders? Check out Cyber Security & Cloud Expo taking place in Amsterdam, California, and London. Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Tags: AWS, partnership, SAP, SoftwareOne, transition

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Appian unveils winners of its International Partner Awards

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Software firm Appian has announced the winners of its 2023 International Partner Awards at the Appian Europe conference in London.

The awards recognise partners who have demonstrated exceptional dedication, innovation and excellence in leveraging the Appian Platform to deliver transformational business value to clients through end-to-end process automation

Christopher O’Connell, VP of Partners & Alliances, said: “These exceptional partners have successfully delivered excellent business outcomes with our European customers by implementing process automation with the Appian Platform.

“This year’s winners have showcased unwavering commitment, innovation, and transformative power by partnering with Appian. We’re proud to recognize their achievements at the 2023 Appian International Partner Awards. Their dedication and passion for excellence exemplify the values we hold dear at Appian, and we look forward to further collaboration in the journey of innovation and transformation.”

The winners are as follows:

Delivery Award – EY

EY Italy is the proud recipient of the Delivery Award, which acknowledges their unwavering commitment to excellence and project delivery for an Italian energy customer. EY Italy’s innovative project management, attention to detail, and seamless integration of the customer’s unique needs into the solution led to transformative outcomes. Their deep understanding of Appian’s capabilities and passion for delivering exceptional value has accelerated project timelines and enhanced the overall quality of deliverables.

Innovation Award – KPMG UK

KPMG’s end-to-end Customer Due Diligence (CDD) service reduces the average case handling time and improves the first-time resolution of cases, allowing global banking institutions to focus back on the core parts of their business. KPMG leverages the Appian Platform to implement continuous improvements and customer data insights throughout the lifetime of the engagement. KPMG ensures a customised and rapid implementation of the CDD service, tailored to each client’s specific business needs. KPMG has built over 5,000 reusable Appian objects and with their onshore/offshore Appian delivery capability has reduced end-to-end platform build time by 40%.

Growth Award – Minsait, an Indra Company

Minsait receives the Growth Award for their remarkable expansion of the Appian practice. In the past year, they increased the number of globally certified practitioners by over 25%. Minsait’s commitment to education is evident through its internal training practice, which has successfully educated more than 200 students, and its collaboration with local universities to certify 100 additional consultants in 2024. To support their growth, Minsait has established a Centre of Excellence, extending their expertise across Europe, LATAM, and the Philippines.

Transformation Award – PwC Spain 

PwC is the recipient of the Transformation Award for their remarkable project at one of the top 10 insurance companies in Europe. PwC’s comprehensive transformation involved decommissioning the customer’s legacy platform and migrating all applications (which serve over 25,000 users) to the Appian Platform. This transformation enables the customer to handle complex workflows, develop new applications, and adapt to future business needs with agility.

Partner of the Year for EMEA Channel Sales – VASS

VASS is recognised as the Partner of the Year for EMEA Channel Sales in acknowledgement of their outstanding contributions to Appian’s growth and success in the region. As a leading provider of transformative digital solutions and consulting in 22 countries on four continents, VASS has achieved the highest annual contract value (ACV) in the region through close partnership and collaboration as an Appian reseller.

Want to learn more about cybersecurity and the cloud from industry leaders? Check out Cyber Security & Cloud Expo taking place in Amsterdam, California, and London. Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Tags: Appian, awards

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Microsoft Appoints Sam Altman to Lead New Advanced AI Team

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Microsoft Appoints Sam Altman to Lead New Advanced AI Team

In a strategic move, Microsoft has hired Sam Altman to spearhead a newly formed advanced artificial intelligence team.

This decision comes after the failed attempt to reinstall Altman as the chief executive of OpenAI, where he was terminated for alleged lack of consistent communication with the board. Altman’s expertise in the AI industry has prompted Microsoft to swiftly bring him on board to lead its new AI research team.

Satya Nadella Wants Sam Altman to Lead Its Dynamic AI Research Team

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Microsoft CEO Satya Nadella confirmed Altman’s appointment and revealed that he, along with OpenAI’s former president Greg Brockman, will lead the advanced AI research team. The company expressed its enthusiasm about providing the necessary resources for the success of this venture. Microsoft remains committed to its partnership with OpenAI, but Altman and Brockman’s recruitment hints at a notable shift in talent dynamics.

Unrest and Resignations at OpenAI

Following Altman’s removal, OpenAI experienced a tumultuous weekend, culminating in the appointment of Emmett Shear, co-founder of Twitch, as the company’s interim CEO. Microsoft’s quick action in hiring Altman and Brockman for a significant AI role indicates a potential migration of key OpenAI personnel to Microsoft.

Failed Negotiations and Ongoing Tensions at OpenAI

Despite attempts to reinstate Altman as OpenAI’s CEO, talks over the weekend proved futile. Altman had hinted at the possibility of starting a new company with former OpenAI colleagues. Reports suggest discussions with Apple’s former design chief Jony Ive about developing a new AI hardware device. Tensions among OpenAI staff are evident, with indications of unrest and coordinated messages expressing that “OpenAI is nothing without its people.”

OpenAI’s Complex Boardroom Drama

The timeline of events surrounding Sam Altman’s involvement with OpenAI is intricate. From his abrupt firing to the failed negotiations for his return, the saga involves protests, resignations, and an ever-evolving boardroom dynamic. Microsoft’s decisive move to bring Altman into the fold underscores the competitive nature of the AI industry and the value placed on key figures in shaping its future.

Sam Altman Set to Lead The Future of Artificial Intelligence at Microsoft

How Microsoft Uses Machine Learning

As Altman takes the reins of Microsoft‘s advanced AI team, the industry watches closely to see how this move will impact the company’s AI initiatives. The integration of Altman and Brockman, both seasoned leaders in the AI domain, signals Microsoft’s commitment to staying at the forefront of AI research and development. The ongoing narrative highlights the challenges and opportunities in navigating the complex landscape of AI advancements and corporate partnerships.

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