Practical intro to deeplearning: chihuahuas vs muffins — Pauline Bourmeau (Cookie), William Robinet

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Duration: 90 min

Type: Workshop

Speakers: Pauline Bourmeau (Cookie), William Robinet

Abstract

Once upon a time, an algorithm’s goal was to make a distinction between a chiwawa and a cookie… true story. Human, curiosity is a great thing, and this workshop is built around it.

Here total beginners in AI learn the fundamentals of deep learning, set up their environment, and apply it to image classification. By the end of the workshop, they are able to build a simple web application using Gradio that classifies images.

Description

Agenda:

• Short introduction to deep learning

• Setting up the environment

• Hands-on session: we’ll experiment with image classification

• Hands-on session: we build a web app with Gradio

We’ll also be discussing applications to cybersecurity you can prototype, deep learning and training methods, cool the hype and discuss realistic LLM capacities.

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Thank you to all people who showed up at our workshop Yesterday!

Here are the resources we mentioned:

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