DEV Community

Cover image for Deep learning with cats
Michelle Duke
Michelle Duke

Posted on

42 4 2 5 1

Deep learning with cats

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 🐱.

Postmark Image

Speedy emails, satisfied customers

Are delayed transactional emails costing you user satisfaction? Postmark delivers your emails almost instantly, keeping your customers happy and connected.

Sign up

Top comments (13)

Collapse
 
jonrandy profile image
Jon Randy 🎖️

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

Collapse
 
canro91 profile image
Cesar Aguirre

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

Collapse
 
mishmanners profile image
Michelle Duke

Hehehe, cats FTW

Collapse
 
youngfra profile image
Fraser Young

This is great

Collapse
 
mishmanners profile image
Michelle Duke

Thank you! 😄

Collapse
 
ashleyd480 profile image
Ashley D

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

Collapse
 
itadorisan profile image
Itadori • Edited

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.

Collapse
 
cmelgarejo profile image
Christian Melgarejo

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

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

🤣

Collapse
 
mishmanners profile image
Michelle Duke

Love it!

Collapse
 
jitendrachoudhary profile image
Jitendra Choudhary

It was straight to the point 👉 nice explanation

Collapse
 
mishmanners profile image
Michelle Duke

Thank you ❤️ glad you liked it.

Collapse
 
thaisavieira profile image
Thaísa Vieira

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

Collapse
 
mishmanners profile image
Michelle Duke

Yay, glad you liked it so much ❤️

Billboard image

The Next Generation Developer Platform

Coherence is the first Platform-as-a-Service you can control. Unlike "black-box" platforms that are opinionated about the infra you can deploy, Coherence is powered by CNC, the open-source IaC framework, which offers limitless customization.

Learn more

👋 Kindness is contagious

Please leave a ❤️ or a friendly comment on this post if you found it helpful!

Okay