'Created a Keras Based Iterator, correct a previous bug from master'

[tchaton]

I have observed that keras_generator was randomly sampling in range(0, len (self.augmentor_images) -1) which doesn't actually a full iteration over the data. I modified the code to add Keras Iterator support.
I also added a with_indexes with can be useful, if you want to track the images coming out of the generator.

[mdbloice]

Hi @tchaton, thanks a lot, I will take a close look at that as soon as I get the chance, most likely on Monday.
Thanks again!

[tchaton]

I have forgot to import threading inside Augmentor/Pipeline.py
I will also add some support for ImgAug library. If we are able to rely on it over the operations (very simple to add, already have my custom ones) and handle pipeline using this library, it will simply everthing.
My main issue is operations are made over Pil Images, where it should be numpy array.

[mdbloice]

I am not sure if relying on ImgAug makes that much sense... well, do you mean that Augmentor should provide an API so that it could interact with ImgAug easily, or do you mean that it would use ImgAug as a dependency?

[tchaton]

Hello, I have seen some errors in my code due to the notebook I was dev in. I will change that. I am meaning that it would be nice to wrap the https://github.com/aleju/imgaug transformations into Augmentor. This library is awesome for providing imediate pipeline, we should focus on improving that and not re-code already existing augmentation. 2018-04-13 16:53 GMT+00:00 Marcus D. Bloice <notifications@github.com>:

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I am not sure if relying on ImgAug makes that much sense... well, do you mean that Augmentor should provide an API so that it could interact with ImgAug easily, or do you mean that it would use ImgAug as a dependency? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#105 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AMRCHRUtfmgvu6--1KacnYtD51GpLvUgks5toNgdgaJpZM4TTg1E> .

[tchaton]

I have corrected it. It should work fine.