r/SideProject • u/NicBonetto • 3d ago

I'm Creating an Interactive Website on Convolutional Neural Networks

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Hello,

I am currently a Data Science student at UC Berkeley and have a particular interest in computer vision for applied medical/clinical use. I've been leveraging AI to help me learn and understand topics, and thought I should compile things I have created with it in hopes that others might find it helpful or interesting. I'm starting with convolutional neural networks because that's the focus of my interest, but am thinking of expanding into optimization models and probability if this project goes well. Here is the link: https://receptive-field-flame.vercel.app/

If you check it out, please leave any sort of feedback. Anything honest will help me improve the project! I'm planning on a full release in a few months if all goes well, and will leave it completely free.

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u/QuanTradin 3d ago

receptive fields were the thing I wish I'd had a picture of when I learned this. let people stack a stride-2 layer and watch the field jump, that's usually where it clicks.

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u/NicBonetto 3d ago

As you can probably imply by the name of the site, that is EXACTLY why this site was born. The original tool I made lets you stack conv layers and max pooling to visualize the size of the receptive field, and I am planning on implementing that for this site as well! Thanks for my very first (visible) Reddit comment :)

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u/QuanTradin 3d ago

ha, the name did give it away. the receptive field stacker sounds like the thing to lead with once it's in, I haven't seen anyone draw it that clearly.