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Hey I'm Johannes, I'm in love with Computer Vision since 10 years by now and like to contribute to open-source projects of all kinds. I am a Hugging Face Fellow and currently working as Data Scientist at celebrate company.

Okay, same New Year's resolution as last year: be more active on here 😆

And for a start, here is my presentation from @pythonpizza Hamburg last November:
https://www.youtube.com/watch?v=RCtnCMVYsKw&t=2s

I talked about Ensemble Learning wrapped up in the Snow White Fairy Tale. Enjoy 🤗

Snow White and the Dwarf Ensemble

YouTube

✨Tomorrow is the day! We will come to #Hamburg and enjoy a day with diverse 🐍 talks and lots of 🍕Pizza ✨ 🧶

🗓️ On November 17th
📍At New Work SE

🐍 @discombobulateme - Galactic Gathering: Forging Indisciplinary Fellowship in Open Source
🍕 Alessandro Romano - Streamlit: Making Data Shine in Minute
🐍 Ellen König - A story of surviving and thriving as an underrepresented gender in tech
🍕Lorenzo Peña - Who cares about URLs

#PythonPizzaHH2023 #diversity #python #microconference #ha

Have you ever wondered how Snow White helps the seven dwarfs by using Data Science?

@johko knows the answer and introduces us to the Machine Learning technique of Ensemble Learning with Snow White, seven dwarfs, and some #Python fun. Join his talk!

#PythonPizzaHH2023 #EnsembleLearning #DataScience #MachineLearning

"“Civitai exists to democratize AI media creation, making it a shared, inclusive, and empowering journey.” CivitAI’s site says."

For the 1000th time: "democracy" means shared governance. That's not what this is.

Thanks to Emanuel Maiberg for this important & distressing reporting.

https://www.404media.co/inside-the-ai-porn-marketplace-where-everything-and-everyone-is-for-sale/

Inside the AI Porn Marketplace Where Everything and Everyone Is for Sale

Generative AI tools have empowered amateurs and entrepreneurs to build mind-boggling amounts of non-consensual porn.

404 Media

Text to SQL with NSQL by NumbersStation.ai

One of the most helpful use-cases of NLP for everyday business in my opinion is Text to SQL - let your business people (or bad-at-SQL devs) just write a question about your data in natural language and automatically generate the fitting SQL statement.

I built a little Gradio demo hosted on @huggingface spaces to let you experiment with all three NSQL model sizes:
https://huggingface.co/spaces/johko/NSQL-Text-To-SQL

(It takes a while to build when it was asleep)

NSQL Text To SQL - a Hugging Face Space by johko

Discover amazing ML apps made by the community

I recently updated and re-designed the overview of the Computer Vision Study Group that we had so far in the @huggingface community.
You can have a look here: https://github.com/huggingface/community-events/tree/main/computer-vision-study-group
community-events/computer-vision-study-group at main · huggingface/community-events

Place where folks can contribute to 🤗 community events - community-events/computer-vision-study-group at main · huggingface/community-events

GitHub
I'm at #PyData London for the weekend and will be giving a presentation about Vision-Language models on Sunday.
Actually my first ever conference talk. I'm nervous, excited and can't wait, all at the same time somehow 
I love chatting with Large Language Models about images 😜
This conversation is with BLIP2 from https://huggingface.co/spaces/hysts/BLIP2-with-transformers
It really isn't a particularly chatty one.
BLIP2 with transformers - a Hugging Face Space by hysts

Discover amazing ML apps made by the community

Internet Explorer: Targeted Representation Learning on the Open Web

Internet Explorer explores the web in a self-supervised manner to progressively find relevant examples that improve performance on a target dataset.

proj: https://internet-explorer-ssl.github.io/
abs: https://arxiv.org/abs/2302.14051

Internet Explorer: Targeted Representation Learning on the Open Web

Internet Explorer learns to query the Web for relevant training data via self-supervised exploration.