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Functionality Technology UbiOps
April 12, 2023 / September 27, 2023 by UbiOps
UNET is a commonly used neural network architecture in biomedical image segmentation. Use UbiOps to run it in the cloud!
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Blog Functionality Technology UbiOps
March 31, 2023 / January 22, 2024 by UbiOps
Impending GPU shortage due to explosion in demand: 2023 update on how to tackle the shortage of GPUs
Blog Collaborations Technology
March 15, 2023 / July 26, 2023 by UbiOps
Drones allow you to take spectacular photos and videos from the air, with the images and videos providing a wealth of information. They caught onto this quickly at Droneview. The Leeuwarden-based company takes measurements and performs inspections from the air, and with algorithms developed in-house, the data they obtain is processed automatically into ready-to-use information […]
Functionality Product update UbiOps
In our previous blogs on pipeline operators, we saw how we could use the pipeline operators to speed up our inference, to add unit tests to the input of our machine learning model and to conditionally routing the pipeline request to one way or the other. With UbiOps latest release, v2.22.0, we introduced a new […]
Events Technology
March 13, 2023 / July 26, 2023 by UbiOps
The field of machine learning (ML) is growing rapidly, with companies entering at a rapid pace. It’s clear that incorporating machine learning into your business is the way to go, and the best way to do that is by applying MLOps. The MLOps community is booming, and MLOps conferences are a great way to stay […]
February 22, 2023 / July 26, 2023 by UbiOps
Transformer neural networks have become hugely popular recently as the go-to deep learning architecture for a wide variety of different tasks. ChatGPT by OpenAI keeps making the headlines and is seen as a paradigm shift in AI becoming a mainstream technology. And ChatGPT is not the only one, similar endeavors at Google and Meta use […]
February 20, 2023 / July 26, 2023 by UbiOps
A new file system in UbiOps We recently released a new file system at UbiOps, which makes it a lot easier to work with files on the UbiOps platform. To show you how the new system works I will walk you through an example. In the last release we changed our file system from working […]
Technology UbiOps
February 7, 2023 / July 26, 2023 by UbiOps
Ten articles UbiOps recommends for you to read to get started with machine learning operations Machine learning is a hot topic: the release of ChatGPT fired the imagination of many. How can artificial intelligence (AI) help us make progress in our organisations? Your customers can benefit from improved products and services powered by AI solutions. […]
Blog Technology UbiOps
February 1, 2023 / July 26, 2023 by UbiOps
What is the new chatbot ChatGPT and what sets it apart from other chatbots? In November 2022, OpenAI released ChatGPT, an artificially intelligent chatbot that can answer just about any question and can be interacted with for free. ChatGPT is an implementation of the powerful GPT-3 transformer model, a generative artificial intelligence (generative AI). This […]
Collaborations Technology
January 24, 2023 / July 26, 2023 by UbiOps
NVIDIA Inception Program In 2021 UbiOps joined NVIDIA Inception – a virtual accelerator program designed to help companies evolve even faster through access to cutting-edge technology provided by NVIDIA. As a step forward, on January the 4th (2023), UbiOps was selected as one of the program’s Premier Partners, an exclusive group developed within NVIDIA Inception’s […]
January 19, 2023 / July 26, 2023 by UbiOps
Exciting things you can build with the new UbiOps operators! In our first blog on pipeline operators, we used them to speed up a video processing pipeline. Specifically, we used the create subrequests and the collect subrequests operators to analyze multiple frames of the video simultaneously, by introducing parallelization. This time we will highlight three […]
January 12, 2023 / January 8, 2024 by UbiOps
How to speed up a Tensorflow model by 200%? Machine learning models nowadays require more and more compute power. According to a study from OpenAI, the compute power needed to train AI models is rising ever since it was first used in the 60’s. With the required compute power doubling every two years up until […]
January 10, 2023 / July 26, 2023 by UbiOps
UbiOps release news – version 2.21.0 On the 10th of January 2023 we have released new functionality and made improvements to our UbiOps SaaS product. On this page you can read all about it. We have also prepared a release demo for you! Create your free account ✔️ New file system To improve working with files […]
Collaborations UbiOps
December 14, 2022 / July 26, 2023 by UbiOps
Samen met het Nederlands Kanker Instituut heeft Ellogon.AI een methodiek ontwikkeld om sneller en adequater te bepalen of een kankerpatiënt baat kan hebben bij immunotherapie. De tool waarmee dat gebeurt, EIDOS, is gebaseerd op big data en artificial intelligence (AI) en draait op het UbiOps-platform. Daardoor kon de service sneller live gaan, als SaaS-oplossing worden […]
Product update UbiOps
November 23, 2022 / July 26, 2023 by UbiOps
[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_shadow=”none” column_border_radius=”none” column_link_target=”_self” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1/1″ tablet_width_inherit=”default” tablet_text_alignment=”default” phone_text_alignment=”default” column_border_width=”none” column_border_style=”solid” bg_image_animation=”none”][vc_column_text] UbiOps release news – version 2.20.0 On the 24th of November 2022 we released our latest version of UbiOps Saas with […]
November 22, 2022 / July 26, 2023 by UbiOps
Applying artificial intelligence to optimize your supply chain comes with many time-consuming challenges such as model development, model deployment, a user-friendly interface for business users and required organizational change. This article explains how analytics is applied and developed for a client in minimal time. Situation The case concerns a customer in the logistics industry with […]
October 6, 2022 / September 4, 2023 by UbiOps
What type of applications would benefit from using GPUs? Graphical processing units (GPUs) have been around for decades and were originally used for gaming, graphics rendering and more recently for the mining of bitcoins, in the last decade, their use has extended to Machine Learning (ML) too. Their ability to process tens of thousands of […]
Collaborations Functionality Security UbiOps
October 5, 2022 / July 26, 2023 by UbiOps
Pushing your ML project to production? Here’s what to look out for Written in collaboration with James Stewart from TrojAI In the last few years, there has been a lot of development in the field of MLOps. New tools for supporting various operational tasks of the MLOps life cycle have popped up, and more ML projects […]
Functionality Technology
August 6, 2022 / July 26, 2023 by UbiOps
In this blog post we will give you an overview on how to create a training job and run it in the cloud using UbiOps. This structure can be used for pretty much all frameworks like Tensorflow, Keras, Pytorch, Scikit Learn and others.
August 1, 2022 / July 26, 2023 by UbiOps
UbiOps helps Bayer Crop Science to scale with computer vision workloads across GPUs rapidly and easily. The project will create a new milestone providing a flexible service, making it possible to run unpredictable loads at high throughput and low cost. The collaboration between UbiOps and Bayer Crop Science started in the beginning of 2022. Dr. […]
UbiOps a Dutch based MLOPS software company, partners with GreenAI, a Swedish based Super Compute Cloud for AI. The combination of this partnership enables data analytics teams to run, manage and scale AI and machine learning workloads in a ‘Green HPC’ environment
Collaborations Security Technology
July 27, 2022 / January 5, 2024 by UbiOps
July 6, 2022 / January 22, 2024 by UbiOps
Autoscaling is an essential MLOps tool for allocating resources automatically to different MLOps workloads. A lot of MLOps tasks have very variable workloads and traffic. If your use case falls into that category, you need autoscaling. Because if you don’t use autoscaling you either: Spend a lot of money on over-provisioning resources that can handle […]
Functionality UbiOps
May 30, 2022 / July 26, 2023 by UbiOps
A simple way to figure out your requirements.txt Whenever you’re working with Python, you will need to manage your dependencies as you install and use multiple libraries. Poor dependency management is notorious for causing conflicts in production and causing the typical “It worked on my laptop” issue. Python environments differ from one environment to another. […]