Deep learning with cats
Michelle Duke

Michelle Duke @mishmanners

About: Senior Developer Advocate | Hackathon Queen | International Speaker

Location:
Australia
Joined:
May 29, 2020

Deep learning with cats

Publish Date: Jun 13 '24
55 13

This is a submission for DEV Computer Science Challenge v24.06.12: One Byte Explainer.

Explainer

Deep Learning is like teaching a kid to recognise cats. Start by showing them hundreds of cat pics. The kid eventually becomes so good at recognising cats they start finding cats in clouds, mud puddles, code comments, and even Stack Overflow posts.

Additional Context

We all know artificial intelligence (AI) has taken the world by storm, especially with generative AI. Deep Learning (DL) is one subset of Machine Learning (ML). This methods is based on multi-layered neural networks with representation learning. This process mimics the human brain and is best seen in childhood learning. The idea of teaching a child what something is so they eventually can recognise the object themselves. I decided to use cats, because the internet loves cats right?! ❤️

My cover heading is made using DreamShaper XL's on Night Cafe Studio. It's a Stable Diffusion model that's been fine tuned. Both this model and Dall-E are trained on millions or billions of text-image pairs, just like we'd teach a kid to recognise what a cat is 🐱.

Comments 13 total

  • Fraser Young
    Fraser YoungJun 13, 2024

    This is great

  • Thaísa Vieira
    Thaísa VieiraJun 13, 2024

    Wow, that's so cool! I love the explanation, it's so clear!

  • Cesar Aguirre
    Cesar AguirreJun 13, 2024

    Oh boy, that post cover made me open it! :)

  • Jitendra Choudhary
    Jitendra ChoudharyJun 14, 2024

    It was straight to the point 👉 nice explanation

  • Jon Randy 🎖️
    Jon Randy 🎖️Jun 14, 2024

    Then you show it a cat with a few well-chosen pixels altered, and it claims it's a washing machine.

  • Christian Melgarejo
    Christian MelgarejoJun 14, 2024

    I got a one "byte" explainer for AI (ML) in general:

    cyber-monkey (sees|reads|hears), cyber-monkey (do|regurgitates)

    🤣

  • Ashley D
    Ashley DJul 1, 2024

    I'm late to the party, but I love this! As a fellow cat lover, I love this @mishmanners 😻!

  • Itadori
    ItadoriDec 25, 2024

    Awww how nice. Cats are my weakness. Really useful info on Deep Learning! I am so cat lover and this is just melt my heart. That is why I have like 4 cats. For all cat lovers I recommend revolution for Cats Without Vet Prescription meds. It is really useful one.

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