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Waymo Driverless Car Data Analysis and Driving Modeling using CNN and LSTM

arXiv.org Artificial Intelligence

Self driving cars has been the biggest innovation in the automotive industry, but to achieve human level accuracy or near human level accuracy is the biggest challenge that research scientists are facing today. Unlike humans autonomous vehicles do not work on instincts rather they make a decision based on the training data that has been fed to them using machine learning models using which they can make decisions in different conditions they face in the real world. With the advancements in machine learning especially deep learning the self driving car research skyrocketed. In this project we have presented multiple ways to predict acceleration of the autonomous vehicle using Waymo's open dataset. Our main approach was to using CNN to mimic human action and LSTM to treat this as a time series problem.


Director of Institute for Data Science and Artificial Intelligence (IDSAI) job with UNIVERSITY OF EXETER

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Director of Institute for Data Science and Artificial Intelligence (IDSAI) The University of Exeter is one of the world's best universities. It is a member of the prestigious Russell Group of top UK research-intensive universities, having ranked in the top 150 universities in the world and the top 15 UK universities in prestigious global and national league tables. Our success is built upon strong foundations of leadership, governance and management, and a sector-leading partnership with our students. Launched in October 2021, our new Strategy 2030 aims to use our outstanding education and research to create a sustainable, health and socially just future. Our shared purpose and vision will continually move us forward to make a difference to people, our communities, our partners, and to the world around us.


DATAMETREX APPOINTS NEW PRESIDENT OF NEXALOGYDatametrex

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Toronto, Canada, November 2, 2022 โ€“ Datametrex AI Limited (the "Company" or "Datametrex'') (TSXV: DM) (FSE: D4G) (OTCQB: DTMXF) is pleased to welcome Mr. Charles Park, CFA, as the President of Nexalogy. Charles brings a breadth of knowledge cultivated from over a decade in the banking, technology, and online gaming industries. An engineer at heart, Mr. Park obtained his Bachelor of Science at the Korean Advanced Institute of Science and Technology (KAIST). He went on to attend the accelerated International Graduate Program at the Standard Chartered Bank where he began as an FX Trader and transitioned to Corporate Lending, where he led several substantial Commercial Real Estate (CRE) deals. It was during this time he became an accredited Charted Financial Analyst (CFA). In the last five (5) years, Charles has taken on significant operation roles at the upstart NSUS Group, helping it grow from a startup to a major player in the Online Gaming space. "Datametrex is focused on expanding Nexalogy.


Embodied, Situated, and Grounded Intelligence: Implications for AI

arXiv.org Artificial Intelligence

In April of 2022, the Santa Fe Institute hosted a workshop on embodied, situated, and grounded intelligence as part of the Institute's Foundations of Intelligence project. The workshop brought together computer scientists, psychologists, philosophers, social scientists, and others to discuss the science of embodiment and related issues in human intelligence, and its implications for building robust, human-level AI. In this report, we summarize each of the talks and the subsequent discussions. We also draw out a number of key themes and identify important frontiers for future research.


DM EVS Partners with Cyber Switching Inc.

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Toronto, Ontario--(Newsfile Corp. - September 6, 2022) - Datametrex AI Limited (TSXV: DM) (FSE: D4G) (OTCQB: DTMXF) (the "Company" or "Datametrex'') is pleased to announce that its wholly-owned subsidiary, Datametrex Electric Vehicle Solutions ("DM EVS"), has broadened its product portfolio and introduces a new partnership with Cyber Switching Inc., ("Cyberswitching"), a California based EV charging technology company. DM EVS has now added another level-2 charging technology. This will reduce charging times by up to three (3) hours, which is almost half of what most chargers take on average. Cyberswitching's level-2 charger has a range of 3.5kW/16 Amperage to 11.5kW/48 Amperage. It is a faster, more powerful charger than the traditional level-2 device. With the introduction of the new level-2 charger, along with the integration of EVAR's smart charger, DM EVS now has the necessary technology to install and operate in any environment or conditions. This partnership allows DM EVS to have a diversified selection of fast and efficient EV chargers for installation and gives clients options of the type of charger to best fit their indoor or outdoor environment, power accessibility, or installation conditions. "This partnership expands our product offerings with EVAR and allows DM EVS to have a more varied selection of EV chargers to install.


Datametrex to Launch First Fleet of Mobile Roadside Charging Units - Digital Journal

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Toronto, Ontarioโ€“(Newsfile Corp. โ€“ June 21, 2022) โ€“ Datametrex AI Limited (TSXV: DM) (FSE: D4G) (OTCQB: DTMXF) (the "Company" or "Datametrex") is pleased to reveal that the Company's new, wholly owned subsidiary, Datametrex Electric Vehicle Solutions. DM EVS is the exclusive Canadian partner of EVAR (Electric Vehicle Advanced Recharging Inc.), a company that is a spin-off from Samsung Electronics C-Lab. To learn more about EVAR, please visit: https://www.evar.co.kr "The next few months the Company will be working on expanding business operations and providing maximum value in the EV space. EV is gaining vast popularity due to its efficiency, and I am confident that profitable value and immense growth will be created." "The company is excited to launch further into the EV space with the rollout of its first set of mobile roadside vehicles underway. As we expand and grow in this sector, using our technology in EV will only advance the Company further", said Gregory Lee, President of DM EVS.


Hands on Implementation of Basic NLP Techniques: NLTK or spaCy

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Natural Language Processing (NLP) is a very interesting technique because, with this technique, the computer can recognize our natural language and respond like an intelligent person. At first, when I came to know about the magic of NLP, it was amazing to me. I believe practical experience is the best way to learn a technique, and only theoretical knowledge doesn't help. How interesting their works are! And hopefully, we will also create some interesting projects.


How the DeepMind Scholarship Benefits Our Students

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We caught up with Darius to discuss a bit about his experience with the DeepMind scholarship and how it has supported both his educational and professional development. This interview was lightly edited for clarity. Tell us a bit about your experience as a DeepMind Scholar. I was very happy to be selected as a DeepMind Scholar. It created many opportunities for me by allowing me to live and work in New York, where it was very easy to network and learn from a diverse group of accomplished data scientists.


Construction Technology - Leads 2 Business Blog

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If it's not broken don't fix it, right? Despite technological progress, it's not uncommon for construction companies to still rely on spreadsheets, manual data entry, and paperwork. Low IT budgets and lack of time for training have contributed to a hesitancy around adopting new methods and technology. There are real, practical applications and benefits to modernizing your current processes. And if your construction company wants to remain competitive and not be left behind, you'll need to find ways to integrate new approaches into your strategy and workflows. These cutting-edge technologies are drastically changing how the industry operates and how future projects will be completed.