Image_Augmentation Added

[shambhavicodes]

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[review-notebook-app]

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Review Jupyter notebook visual diffs & provide feedback on notebooks.

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[AnirudhDagar]

@shambhavicodes Is this WIP? I can see a lot of things missing from here

[shambhavicodes]

Okay yes, I didn't include a training model.
Will add it.

[shambhavicodes]

Anymore changes required?

[CaptainDredge]

@shambhavicodes We've to exactly mirror all the sections from here I can see you've condensed many sections into one. If possible try to use the same image of cat used in d2l. The model and the training dataset also differ but I think that maybe acceptable.
/cc @AnirudhDagar

[shambhavicodes]

Please confirm about the model and dataset. I plan to make the changes this weekend!

[CaptainDredge]

Hi @shambhavicodes sorry for the staleness of the project. Maintainers are busy nowadays. I can merge your PR if you can deliver the following things:

-[ ] Mirror the sections of d2l original repo as closely as possible without merging it into one. You can find utilities like show_images in the d2l package in the repo. If you need any other utility feel free to implement one.
-[ ] Download and use the image of turtle from original repo
-[ ] If Cifar-10 dataset is possible try to run the model on it. If not then MNIST is fine given the limited resources we have

PS: I can understand Multi-GPU training will not be possible at all

[shambhavicodes]

Hello @CaptainDredge
Will make the changes and push over this weekend.
Thanks