Create a colab for single shot to demonstrate how augmenters works

[ebursztein]

[gautam1103]

I want to fix this, assign it to me.

[owenvallis]

Thanks Gautam, I've assigned the issue to you. Let me know if you have any questions.

[sejalapeno]

Hello @owenvallis ,could you please assign this issue to me.

[owenvallis]

Thanks, @sejalapeno, I've assigned the issue to you. Let me know if you have any questions.

[sejalapeno]

@owenvallis Could you please let me know where in the folder hierarchy is the colab needed. From what I understand I have to make a colab notebook that does data augmentation using tensorflow .

[owenvallis]

For now, let's put it in the top-level example directory. This is similar to what we did for the sampler_io_cookbook, but will focus on demonstrating how to produce multiple augmented views from the single-shot sampler.