cmod2024

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  Text Classifier example output

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  Image Classifier

Inspiration

Dad told me to try building a model so I built a model (different from this project), but I didn't know how to put it on a website AltaML challenge gave me an excuse to learn how.

What it does

Takes image or text input and classifies whether they are NSFW/toxic, respectively. I've altered the text model for a better view at when there is such a big bias for the word "Muslim" and "Jewish" to be taken as toxic, even in innocuous contexts.

How I built it

Streamlit

Challenges I ran into

I'm new Streamlit, but it was quite similar to Python. However, it's not quite the same as HTML/CSS when it comes to pretty-fying the site, at least not when I wield it.

Accomplishments that I'm proud of

How far I got!

What I learned

Used Streamlit for the first time, learnt a way that Python can be incorporated into websites.

What's next for cmod2024

Try for a mulitmodal model eventually.

Built With

• python
• streamlit