How to build an image classification algorithm in just 5 minutes!
Can I implement a classifier from scratch in vanilla python in 5 minutes? To see if I can, I actually timed myself coding it up. Additionally, I walk you through the intuition behind the classifier and also discuss implementation tips and limitations. Cheers!
⏱ Timestamps
0:00 - Intro
0:12 - Image classification and challenges
0:42 - The lazy classifier
2:50 - Can I implement the classifier in 5 minutes?
5:35 - Implementation tips
6:35 - Limitations of the lazy classifier
7:09 - Visualizing the classifier’s results
👨🏼💻 Link to Notebook: https://github.com/ssundar6087/Machin...
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I'm a machine learning research engineer and have been working in the tech industry for over a decade. Machine learning feels like a gated field, but it isn't and should be fun to learn. To fix this, I hope to make videos on:
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Disclaimer: All views and opinions expressed here are solely my own and do not represent those of my employer.
Disclaimer II: No animations were hurt in the making of these videos