Most modern way to create dataset for image recognition ? [python]

I want to create a dataset for image recognition but most of the tutorials i could find where really old. Or i just didn’t understand them.

Does anyone have some code wich creates a dataset out of multiple dictionarys (with images in it of) and saves it in a file. (.pickle .npy etc.)

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thanks 🙂