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Can pytorch / keras support dataloader object of Image and Text?

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Is there a way of creating a dataloader object, or the equivalent in Keras, where every observation is an image AND some text? I could create two models to do classification but I want to see if I can build it all in one to pull information from both to get the prediction.

Are there any examples of this someone can point me to? Or is it even possible?

The closest I've found is in fast.ai there's this article that combines tabular and text.

keras image-classification pytorch

share

asked 8 mins ago

jchaykowjchaykow

1386

$endgroup$

add a comment | 

0

$begingroup$

Is there a way of creating a dataloader object, or the equivalent in Keras, where every observation is an image AND some text? I could create two models to do classification but I want to see if I can build it all in one to pull information from both to get the prediction.

Are there any examples of this someone can point me to? Or is it even possible?

The closest I've found is in fast.ai there's this article that combines tabular and text.

keras image-classification pytorch

share

asked 8 mins ago

jchaykowjchaykow

1386

$endgroup$

add a comment | 

$begingroup$

Is there a way of creating a dataloader object, or the equivalent in Keras, where every observation is an image AND some text? I could create two models to do classification but I want to see if I can build it all in one to pull information from both to get the prediction.

Are there any examples of this someone can point me to? Or is it even possible?

The closest I've found is in fast.ai there's this article that combines tabular and text.

keras image-classification pytorch

share

asked 8 mins ago

jchaykowjchaykow

1386

$endgroup$

share

asked 8 mins ago

jchaykowjchaykow

1386

share

asked 8 mins ago

jchaykowjchaykow

1386

asked 8 mins ago

jchaykowjchaykow

1386

asked 8 mins ago

jchaykowjchaykow

1386