Robotics & Automation News

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Brodmann17 launches ‘world’s first’ automated deep learning training platform for autonomous driving

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Brodmann17, a Tier 2 automotive software supplier, has launched what it says is the world’s first automated deep learning training platform, specifically designed for automotive-grade ADAS/AD solutions. 

ADAS stands for advanced driver assistance systems, and AD is being used to mean autonomous driving.

Brodmann17 says its new platform seamlessly trains and deploys deep learning neural network models for ADAS/AD solutions, automating a process that cannot be done at scale manually. [Read more…] about Brodmann17 launches ‘world’s first’ automated deep learning training platform for autonomous driving

Cornell scientists develop new material to give robots more sensitive touch

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A new synthetic material created by a scientist at Cornell University is said to give robots a “softer touch”.

Developed by PhD student Patricia Xu, at Cornell’s Organic Robotics Lab, the “sensory network” – also dubbed “optical lace” – is said to be similar to the human biological nervous system.

The lab’s paper, Optical Lace for Synthetic Afferent Neural Networks, was published in Science Robotics. [Read more…] about Cornell scientists develop new material to give robots more sensitive touch

What are the benefits of machine learning in business?

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Machine learning makes our lives so much easier every day. Work that used to take people several hours or even days now can be completed in a blink of an eye by artificial intelligence program.

Due to that, we have less work to do and more spare time.

Also, there are no “human” mistakes involved in the process. [Read more…] about What are the benefits of machine learning in business?

Samsung Electronics introduces high-speed NPU solution for AI deep learning

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Deep learning algorithms are a core element of artificial intelligence (AI) as they are the processes by which a computer is able to think and learn like a human being does.

A Neural Processing Unit (NPU) is a processor that is optimised for deep learning algorithm computation, designed to efficiently process thousands of these computations simultaneously.

Samsung Electronics last month announced its goal to strengthen its leadership in the global system semiconductor industry by 2030 through expanding its proprietary NPU technology development.

[Read more…] about Samsung Electronics introduces high-speed NPU solution for AI deep learning

Nikon invests $7.5 million in computer vision and deep learning startup Wrnch

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Nikon has invested $7.5 million in Wrnch – or wrnch, as the company prefers – a computer vision and deep learning startup.

Established in 2014, wrnch uses deep learning to develop and provide tools and software development kits (SDKs) that enable computers to see and understand human movement and activity.

Wrnch has also used its advanced work in pose estimation technologies to establish ties with major entertainment and communications companies. The company continues its operations in technical development, while raising funds continuously. [Read more…] about Nikon invests $7.5 million in computer vision and deep learning startup Wrnch

Nvidia unveils new reinforcement learning research at ICRA 2019

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Nvidia researchers from the newly opened robotics research lab in Seattle, Washington have presented a new proof of concept reinforcement learning approach that aims to enhance how robots trained in simulation will perform in the real world. (See video below.)

The work was presented at the recent International Conference on Robotics and Automation (ICRA) in Montreal, Canada.

The research is part of a growing trend in the deep learning and robotics community that relies on simulation for training. [Read more…] about Nvidia unveils new reinforcement learning research at ICRA 2019

Samsung Electronics expands SAIT AI Lab Montreal

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Samsung Electronics is to expand the ‘Samsung Advanced Institute of Technology (SAIT) artificial intelligence (AI) Lab Montreal’ in Canada.

The lab will help the company strengthen its fundamentals in AI research and drive competitiveness in system semiconductors.

The lab is located in Montreal Institute for Learning Algorithms (Mila).

[Read more…] about Samsung Electronics expands SAIT AI Lab Montreal

NXP and Microsoft demonstrate edge-to-cloud machine learning solution for predictive maintenance

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NXP Semiconductors has agreed a collaboration with Microsoft to bring artificial intelligence and machine learning capabilities for anomaly detection to Azure internet of things users.

By combining complementary strengths – NXP’s offline machine learning capability and embedded processing with Microsoft’s cloud expertise – the two companies jointly demonstrates a new Anomaly Detection Solution for Azure IoT at Microsoft Build in Seattle recently.

The solution consists of a small form factor, low power system-on-module powered by NXP’s i.MX RT106C Crossover Processors, a full suite of sensors, and an associated Anomaly Detection Toolbox.

[Read more…] about NXP and Microsoft demonstrate edge-to-cloud machine learning solution for predictive maintenance

Honeywell unveils automated robotic unloader for distribution centres

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Honeywell has announced a new automated robotic solution for unloading packages from truck trailers and shipping containers at distribution centres.

The robotic unloader uses artificial intelligence to operate fully autonomously inside of a trailer, which significantly reduces the manual effort required to operate receiving docks for retail merchandise and parcel distribution centres.

It drives into a trailer or container and uses machine vision to identify various package shapes and sizes as well as the optimal approach to unloading.

[Read more…] about Honeywell unveils automated robotic unloader for distribution centres