Improve training performance when using augmentations / crop and minor model improvements#1050

Merged

DocGarbanzo merged 22 commits intoautorope:mainfrom DocGarbanzo:cache_augmented_images

Nov 5, 2022

+244-295

Commits on Oct 16, 2022

Removed x_transform from keras models and integrated it into x_transform_and_process.
DocGarbanzo
committed
Move the image processing into the TubRecord.image() function so it's result can be cached, too.
DocGarbanzo
committed
Move the image normalisation outside of the image processing in training so only the augmented images are getting cached - and they are uint8.
DocGarbanzo
committed
Simplified the pipeline function x_transform_and_process, x_translate, y_transform, y_translate:
DocGarbanzo
committed
Removed x_transform from keras models and integrated it into x_transform_and_process.
DocGarbanzo
committed
Move the image processing into the TubRecord.image() function so it's result can be cached, too.
DocGarbanzo
committed
Move the image normalisation outside of the image processing in training so only the augmented images are getting cached - and they are uint8.
DocGarbanzo
committed
Simplified the pipeline function x_transform_and_process, x_translate, y_transform, y_translate:
DocGarbanzo
committed
Fix pytorch resnet as it seems the metrics module has changed. Also, bump version.
DocGarbanzo
committed

Commits on Oct 24, 2022

Commits on Oct 25, 2022

Commits on Oct 26, 2022

Commits on Oct 30, 2022

Commits on Oct 31, 2022

Add sleep time to help failing websocket tests
DocGarbanzo
committed

Commits on Nov 1, 2022

Increase sleep time in websocket test to 200ms
DocGarbanzo
committed

Commits on Nov 5, 2022