Image Classification For Beginners

VGG and ResNet architecture from 2014

Mina Ghashami
Towards Data Science
10 min readOct 17, 2023

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Images from unsplash — modified by author

Image classification was the first topic I taught at Interview Kickstart to prepare professionals for landing jobs in top tech companies. I wrote this post when I was preparing for one of my lectures there. So if you are unfamiliar with this topic, this intuitive explanation might help you too.

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Applied Scientist @Amazon AWS | Adjunct lecturer@Stanford | Machine Learning expert