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stanfordmlgroup.github.io is a HTML library typically used in Web Site applications. stanfordmlgroup.github.io has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

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It has 90 star(s) with 42 fork(s). There are 19 watchers for this library.

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Keras ImageDataGenerator.flow_from_dataframe keeps on loading

QUESTION

Keras ImageDataGenerator.flow_from_dataframe keeps on loading

Asked 2018-Nov-23 at 00:00

I'm working on the MURA dataset by Stanford. I'm trying to load the dataset using Keras's ImageDataGenerator. The data is in the following hierarchy:

The study1_positive folder contains the images.

ImageDataGenerator.flow_from_directory cannot be used with this folder structure, therefore I tried using the flow_from_dataframe method.

However, when run, the code keeps on executing and doesn't stop.

Following is the format of the Pandas DataFrame that I'm passing to the flow_from_directory method:

I've also tried changing the labels to 'abnormal' and 'normal' in place of 1 and 0, respectively.

EDIT:

I've pasted the code below:

...

ANSWER

Answered 2018-Nov-22 at 07:26

Found the solution here. Apparently, the current flow_from_dataframe doesn't handle relative paths.

Clone my "fix_found_0_images" branch. git clone -b fix_found_0_images_bug https://github.com/smurak/keras-preprocessing.git

Move the "keras_preprocessing" subdirectory to your working directory.

Import it.

Source https://stackoverflow.com/questions/53389416

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