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Blog posts with topic "car-test"

Galem KAYO
9 October 2019

Designing an open source machine learning platform for autonomous vehicles

Kubeflow Article

Self-driving cars are one of the most notable technology breakthroughs of recent years. The progress that has been made from the DARPA challenges in the early 2000s to Waymo’s commercial tests is astounding. Despite this rapid progress, much still needs to be done to reach full autonomy without humans in the loop – an objective ...

Rhys Davies
8 October 2019

The State of Robotics – September 2019

Internet of Things Article

The Ubuntu robotics team presents, The State of Robotics. A monthly blog series that will round up exciting news in robotics, discuss projects using ROS, and showcase developments made by the Ubuntu robotics team and community. Every day, people make contributions to the world of robotics. And every day, work goes unnoticed that could cha ...

Peter Jose De Sousa
8 October 2019

Container registry for Kubernetes with GitLab

Cloud and server Article

Container orchestration solutions such as Kubernetes allow development teams to be quick and agile with their software deployments. “One of the main features of Kubernetes is the ability to reduce the deployment of version piece of software down to a simple image tag which can be applied at the end of a command.” – said ...

Galem KAYO
7 October 2019

Five Key Kubernetes Resources for IoT

Internet of Things Article

IoT workloads are moving from central clouds to the edge, for reasons pertaining to latency, privacy, autonomy, and economics. However, workloads spread over several nodes at the edge are tedious to manage. Although Kubernetes is mostly used in the context of cloud-native web applications, it could be leveraged for managing IoT workloads ...

anaqvi
7 October 2019

Digest #2019.10.07 – Machine Learning in Space? Agriculture?

AI Machine Learning

How NASA uses Machine Learning – If you think the Earth is the only planet with Machine Learning you were wrong. The Mars Rover learning its path and environment at Mars? The healthcare needs for future astronauts? Planet exploration and discovery? Robotic astronaut!? All of these are questions NASA is experimenting and researching with M ...

Kyle Fazzari
4 October 2019

Robotics security: What is SROS 2?

Robotics Article

We at Canonical have been hard at work on the security features of version 2 of the Robot Operating System (ROS 2). However, if we lift our collective heads up out of the weeds it’s easy to see folks completely misunderstanding how security works today in ROS 2. We’ve written some design articles to help ...

Igor Ljubuncic
4 October 2019

The smart dump plugin

Desktop Article

As you probably already know, snapcraft supports a range of plugins, designed to aid developers in making their snaps in an easier, faster, more transparent fashion. Plugins work with different programming languages and build tools, like Python, Java, Rust, Cmake, and others. By making complex things simpler, they can accelerate your proj ...

Rhys Davies
3 October 2019

ROSCon Japan 2019!

Robotics Article

ROSCon Japan 2019 was a resounding success. We took in the keynote speech from Ryan Gariepy, Co-founder and CTO of Clearpath Robotics. We demoed the first iteration of a Robotics arm from Niryo. Our own Ted Kern gave a lightning talk on type-checked Python in ROS 2, and we spoke to lots of individuals in ...

Tytus Kurek
1 October 2019

5G Core implementation: Challenges in the field

Telecommunications Article

With an emerging demand for higher speeds, lower latency, and increasing connection density,  telecommunications providers have started implementing 5G. While the initial roll-out usually takes months, the entire process is going to take years. This is because designing and implementing 5G entails a number of challenges. These include dep ...

Peter Mahnke
30 September 2019

Design and Web team summary –27 September 2019

Design Article

This was a fairly busy two weeks for the Web & design team at Canonical.  The first week was spent at an Engineering Sprint in Paris France. The second week was back home.  Here are some of the highlights of our completed work. Web squad Web is the squad that develop and maintain most of ...

anaqvi
30 September 2019

Digest #2019.09.30 – Making the Most of Machine Learning

Kubeflow Machine Learning

Understanding Fairness in Machine Learning – This article is a great reminder and defense for the statement, “the data speaks for itself.” Biases in training models affect the results of analyses. It is essential to understand how our models make decisions to tackle this bias by adding more balanced training data. Knowledge of biases in ...

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