v0.3.3

What's Changed

• Avoid running JAX operations on import by @kvablack in #10

New Contributors

• @kvablack made their first contribution in #10

Full Changelog: v0.3.2...v0.3.3

v0.3.2

Fixes:

• Fixed: Passing differently sized inputs to geometric transforms used to produce weird behaviour. Now this is correctly detected and a more helpful error message is thrown.
• Fixed: Typing hints updated to be compatible with jax >=0.4.24

v0.3.1

Fixes:

• Fixed: Inverting a transformation without given input types
• Fixed: RandomChannelGamma now correctly applies different gamma to each channel.

v0.3.0

• Changes:
  • Arguments to the augment function can now be arbitrary PyTrees, this includes lists and dicts.
  • The input_types argument must now be a PyTree that matches the structure of the inputs.
  • Default gamma range for the RandomGamma augmentation was changed from [0.75, 1.33] to [0.25, 4.0]
• New Augmentations:
  • ChannelDrop: Drop a random channel from the image.
  • RandomChannelGamma: Apply a separate Gamma transform to each channel of the image.