Eléa Petton

Machine Learning Engineer

An AI transcribing, translating and dubbing videos in any language

Master Speech AI and build your own Video Translator app with AI Endpoints!

Extend the impact of any video by embarking on the development of a transcription and translation solution for your multimedia content. Today, media and social networks are omnipresent in our professional and personal lives: videos, tweets, posts, forums and Twitch lives… These different types of media enable companies and content creators to promote their activities […]

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a robot with a lot of knowledge talking to a human

Chatbot memory management with LangChain and AI Endpoints

Use Conversational Memory to enable your chatbot to answer multiple questions using its knowledge based on previous interactions. When it comes to Conversational Applications, especially those with interfaces, the ability to remember information about past interactions is paramount. Imagine you’re talking to a Virtual Assistant or Chatbot, and you want it to remember details of

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a bot discussing with a human in a kitchen

Build a powerful Audio Virtual Assistant in less than 100 lines of code with AI Endpoints!

Raise your hands off the keyboard and chat with your LLM by voice with this Audio Virtual Assistant! Nowadays, the creation of virtual assistants has become more accessible than ever, thanks to advances in AI (Artificial Intelligence), particularly in the field of SpeechAI and the GenAI models. We will explore how OVHcloud AI Endpoints can be leveraged to design and develop an Audio

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audio transcriber and summarizer robot

Create your own Audio Summarizer assistant with AI Endpoints!

Do you dream of being able to summarize hours of meetings in a matter of seconds? Don’t go away, we’ll explain it all here! Introduction Are you looking for a way to efficiently summarize your meetings, broadcasts, and podcasts for quick reference or to provide to others? Look no further! In this blog post, you

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Sign Language recognition with AI

Create your solution for Sign Language recognition with OVHcloud AI tools

A guide to build a solution for sign language interpretation based on a Computer Vision algorithm: YOLOv7. Introduction In the field of Artificial Intelligence, we often talk about Computer Vision and Object Detection, but what role do these AI techniques play in the vast field of healthcare? We’ll see that data plays a key role

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fastapi for spam classification

Deploy a custom Docker image for Data Science project – A spam classifier with FastAPI (Part 3)

A guide to deploy a custom Docker image for an API with FastAPI and AI Deploy. Welcome to the third article concerning custom Docker image deployment. If you haven’t read the previous ones, you can check it: – Gradio sketch recognition app– Streamlit app for EDA and interactive prediction When creating code for a Data

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streamlit app for eda and interactive prediction

Deploy a custom Docker image for Data Science project – Streamlit app for EDA and interactive prediction (Part 2)

A guide to deploy a custom Docker image for a Streamlit app with AI Deploy. Welcome to the second article concerning custom Docker image deployment. If you haven’t read the previous one, you can read it on the following link. It was about Gradio and sketch recognition. When creating code for a Data Science project,

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Deploy a custom Docker image for Data Science project – Gradio sketch recognition app (Part 1)

A guide to deploy a custom Docker image for a Gradio app with AI Deploy. When creating code for a Data Science project, you probably want it to be as portable as possible. In other words, it can be run as many times as you like, even on different machines. Unfortunately, it is often the

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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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