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Image classification with Multiple images and Label? Keras / Tensorflow

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I have been trying to build a image classification model using machine learning.

I have 20k Images with me (1.jpg, 2.jpg..677.jpg...20,000.jpg) as training data, For 17k of these images I have a .csv file with image labels. which has image names and label number (6 classes).

How can I use this data to make a image classification model using Tensorflow // Keras?

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