AI

Object detection: train YOLOv5 on a custom dataset

Object detection: train YOLOv5 on a custom dataset

A guide to train a YOLO object detection algorithm on your dataset. It’s based on the YOLOv5 open source repository by Ultralytics. All the code for this blogpost is available in our dedicated GitHub repository. And you can test it in our AI Training, please refer to our documentation to boot it up. Introduction Computer Vision …

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AI Notebooks: analyze and classify sounds with AI

AI Notebooks: analyze and classify sounds with AI

A guide to analyze and classify marine mammal sounds. Since you’re reading a blog post from a technology company, I bet you’ve heard about AI, Machine and Deep Learning many times before. Audio or sound classification is a technique with multiple applications in the field of AI and data science. Use cases Acoustic data classification: …

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OVHcloud AI Notebooks, the power of Jupyter without any compromise

OVHcloud AI Notebooks, the power of Jupyter without any compromise

You’re using notebooks today, such as Google Colab, for your own usage, for your company or schoolf? But you are reaching the maximum capabilities of this service, looking for a simple yet powerful alternative? This blog post is for you! We will explore our own solution. Google Colab, let’s be honest, is solving many challenges. …

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2021: major technological advances to accelerate, democratize and certify AI uses

2021: major technological advances to accelerate, democratize and certify AI uses

In 2020, OVHcloud launched a portfolio of PaaS solutions dedicated to Data and AI. As an innovative cloud player for the past 20 years, our up-to-date technology coupled with our close collaboration with data science communities as well as the most cutting-edge players in the sector has enabled us to identify 10 strong AI trends …

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Managing GPU pools efficiently in AI pipelines

Managing GPU pools efficiently in AI pipelines

A growing number of companies are using artificial intelligence on a daily basis — and dealing with the back-end architecture can reveal some unexpected challenges. Whether the machine learning workload involves fraud detection, forecasts, chatbots, computer vision or NLP, it will need frequent access to computing power for training and fine-tuning. GPUs have proven to …

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How PCI-Express works and why you should care? #GPU

How PCI-Express works and why you should care? #GPU

What is PCI-Express ? Everyone, and I mean everyone, should pay attention when they do intensive Machine Learning / Deep Learning Training. As I explained in a previous blog post, GPUs have accelerated Artificial Intelligence evolution massively. However, building a GPUs server is not that easy. And failing to create an appropriate infrastructure can have …

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Machine learning : from idea to reality

Since you are currently reading a blog post from a tech company, I’ll bet you’ve already heard about artificial intelligence and machine learning dozens of times this month. And this is perfectly understandable! Health, advertising, gaming, insurance, banking, e-commerce… you name it. Behind the buzz, the reality is here, and we can say for sure that …

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AI at OVHcloud

Academics and OVH: an AI-centric collaboration

At OVH, our innovation process stimulates internal collaboration. We have seen this with frugal innovation, but also externally with SMEs, schools or laboratories. An example of collaboration with academics is a particular thesis launched this year, about Artificial Intelligence, which focused on Automated Machine Learning field. Collaborative research at OVH through a thesis A CIFRE …

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