Add tutorial involving integrating Tiled Python client with Tensorflow ImageDataGenerator

Open danielballan opened this issue 4 years ago • 4 comments

https://www.tensorflow.org/api_docs/python/tf/keras/preprocessing/image/ImageDataGenerator

Nov 03 '21 14:11 danielballan

This is a neat idea. I could also see this being an example notebook.

Nov 03 '21 23:11 dylanmcreynolds

Is this worthwhile at this point, or do we want to wait until we've have some sort of asynchronous batching mechanism...which would probably be what the keras user would want to be using? https://github.com/bluesky/tiled/issues/125

Nov 04 '21 00:11 dylanmcreynolds

I would argue we wouldn't have to wait for #125. Demonstrating the integration has value, the overhead of separate requests probably wouldn't be so high with (large) image data, and it would be easy to update a working tutorial to leverage batching once it's available.

Nov 04 '21 01:11 danielballan

With #132 there is now a path to download everything as HDF5, so I definitely think this doesn't need to wait for #125.

Jan 06 '22 20:01 danielballan