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ARTICLE23

My Journey with AI & Fashion MNIST

DEV.to AIΒ·May 1, 2026

This article details the author's personal journey in classifying clothing images using a Sequential Neural Network and the Fashion MNIST dataset, facing the challenge of differentiating sneakers from bags. After the model struggled with real-world photos, the author outlined strategies to overcome difficulties, including refining preprocessing and normalizing input, while also recognizing the need for CNNs for real-world data.

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