CreateML Classifier
Apple’s Create ML format is used by the desktop tool for training ML models without code. It supports training Image Classifiers. Select elements from schema are supported.
Image files are organized into a folder structure based on the classification selected. Example folder structure with train and validation sets shown:
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./train
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./train/location
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./train/location/outdoors
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./train/location/outdoors/unselected
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./train/location/outdoors/unselected/01EY1TCCNTBMWKBEXGYBXMRFKZ.jpeg
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./train/location/outdoors/selected
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./train/location/outdoors/selected/01EY1TCD9JE94KFRXRENQH4ZK0.jpeg
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./train/location/outdoors/selected/01EY1TCAS7RN93CB4Z2CS6CMWD.jpeg
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./train/location/outdoors/selected/01EY1TCEMBKJH3M93HDEEX2H6P.jpeg
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./train/location/indoors
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./train/location/indoors/unselected
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./train/location/indoors/unselected/01EY1TCD9JE94KFRXRENQH4ZK0.jpeg
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./train/location/indoors/unselected/01EY1TCAS7RN93CB4Z2CS6CMWD.jpeg
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./train/location/indoors/unselected/01EY1TCEMBKJH3M93HDEEX2H6P.jpeg
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./train/location/indoors/selected
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./train/location/indoors/selected/01EY1TCCNTBMWKBEXGYBXMRFKZ.jpeg
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./validation
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./validation/location
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./validation/location/outdoors
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./validation/location/outdoors/selected
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./validation/location/outdoors/selected/01EY1TCHRR1B9VSJBFY2DH16P9.jpeg
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./validation/location/outdoors/selected/01EY1TCH9R5P2XQPFNGB30CDC3.jpeg
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./validation/location/outdoors/selected/01EY1TCGPV95RQ4MX7SAG6JV87.jpeg
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./validation/location/outdoors/selected/01EY1TCGF8PJWMR7RPAK30FR46.jpeg
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./validation/location/outdoors/selected/01EY1TCFT5242HYSXA98ZZ8H1N.jpeg
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./validation/location/indoors
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./validation/location/indoors/unselected
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./validation/location/indoors/unselected/01EY1TCHRR1B9VSJBFY2DH16P9.jpeg
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./validation/location/indoors/unselected/01EY1TCH9R5P2XQPFNGB30CDC3.jpeg
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./validation/location/indoors/unselected/01EY1TCGPV95RQ4MX7SAG6JV87.jpeg
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./validation/location/indoors/unselected/01EY1TCGF8PJWMR7RPAK30FR46.jpeg
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./validation/location/indoors/unselected/01EY1TCFT5242HYSXA98ZZ8H1N.jpeg
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