Image Classification with Python: CNN vs Transformers

Computer Vision & Explainability with Convolutional Neural Network, Transfer Learning, ViT, TensorFlow & HuggingFace

Mauro Di Pietro
Towards AI
Published in
12 min readMay 23, 2022

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Summary

In this article, using Computer Vision and Python, I will explain 3 different strategies for image classification: build a CNN from scratch, leverage a pre-trained model, and apply the cutting edge Vison Transformers (ViT).

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