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Fashion classification — Machine Learning Zoomcamp Module 8
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Machine Learning Zoomcamp › Module 8: Neural Networks and Deep Learning › Fashion classification
Notes
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- introduction to this weeks topics
- using images as data source instead of tabular data
- classifying images of t-shirts using a convolutional neural network
- 5000 images and 20 different classes https://www.kaggle.com/agrigorev/clothing-dataset-full
- see corresponding medium.com article https://medium.com/data-science-insider/clothing-dataset-5b72cd7c3f1f
- deep learning with tensorflow and keras
- parameters, layers, regularization
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