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Jan 18, 2022

MIT 6.S094: Convolutional Neural Networks for End-to-End Learning of the Driving Task

Posted by in categories: robotics/AI, transportation

This is lecture 3 of course 6.S094: Deep Learning for Self-Driving Cars taught in Winter 2017. This lecture introduces computer vision, convolutional neural networks, and end-to-end learning of the driving task.

INFO:
Slides: http://bit.ly/2HdXYvf.
Website: https://deeplearning.mit.edu.
GitHub: https://github.com/lexfridman/mit-deep-learning.
Playlist: https://goo.gl/SLCb1y.

Continue reading “MIT 6.S094: Convolutional Neural Networks for End-to-End Learning of the Driving Task” »

Jan 18, 2022

How convolutional neural networks work, in depth

Posted by in category: robotics/AI

Part of the End-to-End Machine Learning School Course 193, How Neural Networks Work at https://e2eml.school/193

Slides: https://docs.google.com/presentation/d/1R-DnrghbU36jO8X4scbr…sp=sharing.
machine learning blog: https://brohrer.github.io/blog.html

Jan 18, 2022

Researchers develop AI system capable accelerating learning and yielding process

Posted by in categories: robotics/AI, transportation

SEOUL — Using a high-performance artificial intelligence (AI) chip, South Korean researchers have established a system that can accelerate the process of learning data and yielding results. The system capable of performing five thousand trillion operations per second is ideal for autonomous vehicles and AI servers because its chipset is about the size of a coin.

Jan 18, 2022

Japan starts reusable rocket project in response to Elon Musk SpaceX

Posted by in categories: Elon Musk, space travel

Japan’s national space agency will collaborate with 30 Japanese companies to create reusable rockets. The goal is to reduce launch costs to less than a fourth of present levels.

Jan 18, 2022

Tactic Air Drone launches its high-performance foldable drone

Posted by in category: drones

The 4K HD Drone is perfect for beginners and seasoned drone enthusiasts alike.

Jan 18, 2022

Tunnel-like vaults house cafes and workshops along revitalised Prague waterfront

Posted by in category: transportation

Architect Petr Janda has transformed a series of vaults on the banks of the Vltava River in Prague into versatile public spaces as part of a project aimed at revitalising the embankment.

The project to transform approximately four kilometres of the Czech capital’s riverbank was initiated in 2009, by which time the former quayside had been deserted for many years.

The embankment area was being used for car parking, with the vaults containing storage units. Janda’s studio Brainwork helped develop a proposal to create a waterfront promenade that reactivates three separate sections of the embankment and introduces new public functions.

Jan 18, 2022

Valentino Gareri Atelier designs village made from 3D-printed cacao waste

Posted by in category: futurism

Valentino Gareri Atelier has unveiled renderings of the Cacao Eco Village in Ecuador for local farmers that will feature 3D-printed buildings made from recycled cacao.

Cacao Eco Village will be located on the coast of Ecuador’s Manabi province where cacao farmers live and work to produce chocolate through extracting cocoa butter and solids from cacao beans.

Valentino Gareri Atelier designed the project for Ecuadorian chocolate manufacturer Muze, as well as nonprofit organisation Avanti, with construction scheduled to begin this year.

Jan 18, 2022

NASA bounces laser beams off of Lunar Reconnaissance Orbiter

Posted by in category: space

After a decade of failed attempts, scientists successfully bounced photons off of a reflector aboard the Lunar Reconnaissance Orbiter, some 240,000 miles from Earth.

Jan 18, 2022

These solar panels are thinner than a piece of paper

Posted by in categories: solar power, sustainability

That reality might not be too far off.

“This would enable the integration of solar cells into everything.”

Stanford University researchers announced they had achieved record efficiencies in a promising class of new materials for solar cells — which can be thinner than a piece of paper.

Jan 18, 2022

Protecting EV Charging Stations from Cyberattacks

Posted by in categories: cybercrime/malcode, internet, sustainability

As the number of electric cars on the road grows, so does the need for electric vehicle (EV) charging stations and the Internet-based managing systems within those stations. However, these managing systems face their own issues: cybersecurity attacks.

Elias Bou-Harb, director of the UTSA Cyber Center for Security and Analytics, and his colleagues — Claud Fachkha of the University of Dubai and Tony Nasr, Sadegh Torabi and Chadi Assi of Concordia University in Montreal — are shedding light on the vulnerabilities of these cyber systems. The researchers are also recommending measures that would protect them from harm.

The systems built into electric cars perform critical duties over the Internet, including remote monitoring and customer billing, as do a growing number of internet-enabled EV charging stations.