Smile's Tech weblog
Smile's weblog about tech. Cuting edge tech popularization, hightly technical walkthrougt in an open sharing with the world mindset.
Archive of posts with tag 'machine-learning'
From multilingual speech to subtitles How to build a multilingual video automatic subtitles system Recently we have participated in a public tender related to the need of an innovative automatic...
Overview Retrieval Augmented Generation (RAG) is a technique that combines the strengths of traditional retrieval-based and generative AI-based approaches to question-answering (QA) systems. In a RAG chatbot, the user’s query...
Yet another LLM-based chatbot Generative AI and large language models (LLMs) are becoming increasingly popular, and small and big tech companies are releasing new solutions like ChatGPT, Bard, and Llama...
In the world of online commerce, search is a key element in attracting and converting potential customers. Today, we’re going to tell you about a technology that is revolutionizing the...
A step-by-step guide to build a chatbot that can answer any questions about what’s in your documents What if we build another chatbot? People accustomed to the chatbot concept, and...
Part 4— Integration How to integrate it? The SageMaker work is done. We have a data set with labels, a trained model, and an endpoint to request objects detection. But...
Part 3 — Model training Open your book at chapter 1: what is a screwdriver? We have now nearly reached the training phase. To start this phase, the only missing...
Part 2 — Training data set Ok, let’s do it A lot of Screwdrivers First, we need a significant amount of screwdrivers (and hammer, paintbrush, etc.) images. And to teach...
A practical guide to answering this question: is this a screwdriver or a hammer? Smile is the proud editor of ElasticSuite, a great Magento open-source extension, with more than a...
Wow! What a 🏃♂️final sprint until the finish line of the year for us! It’s a long time without a Techwatch. Enough to made us lost count of exciting news,...
This content was sent on july, 10th via our Tech Watch Newsletter We’re still in the early days of July and it feels more comfortable, the air is breathable again....
*This content was sent on june, 7th via our Tech Watch Newsletter* Is it already June? Damn how times fly 😅 It starts to be warm enough to enjoy a...
How can we classify actions that happen on video? How to use Time Distributed layers with image sequence? How to manage the input shapes? Last time, we explain how works...
And how to use it for videos input, movements detection, gestures recognition… ⚠ Important note: There is an error in explanation I give in the article. I often say that...
This articles main goal is to resume briefly what AWS Greengrass is. If you want a more thorough presentation you can find it on the AWS Greengrass documentation page IoT...
Ou comment un réseau de neurones peut interpréter une série de données dite “temporelle” Si vous avez un tant soit peu travaillé avec des réseaux de neurones, vous avez certainement...
We made a tool to annotate images with teammates, easy to install and extensible. And obviously, it’s open source! In the machine learning and deep learning world, one of the...
The interest around cryptocurrency technology grows day after day, and the research about Machine learning has never been so fast. Could a machine trained to trade cryptocurrency make profits ?...
Or how I made my child study multiplications tables thanks to Snips OK, I will assume that you have already heard about voice assistants considering the buzz around them. Yes...
With the help of Docker, you will be able to customize training and infering models using other frameworks that those provided by SageMaker You may already know what Amazon SageMaker...
For this second edition of our watch, we wanted to show you an amazing picture first. The latest TIME’s cover, made by 958 drones working altogether. Then we’ll talk Machine...
Hello world 🌎! As you might (or might not) know Smile Innovation is in charge of watching, ideating, prototyping, evangelizing for both people within the group and Smile’s fellow customers....
A naive approach to features extraction and R-CNN Working for Smile innovation can lead to funny pre-sales research. Few weeks ago I was involved in a discussion to find out...
