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@stefanklut stefanklut released this 25 Apr 14:04
· 32 commits to main since this release
2.0.3
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Release Notes for Laypa Version 2.0.3

Date: 2024-4-25

Overview

New augmentations, and finally fixing training

New Features

  • New Augmentations: Invert, JPEG compression, Noise, Hue

Enhancements

  • Output used augments when testing: datasets/augmentations.py now shows the images as well as the used transformations.
  • Update some docs: Doc strings are updated
  • Fix Edge size not set: Preprocessing of images using the older method of having one size length be the same for all images is now fixed. Training with PREPROCESS.RESIZE.RESIZE_MODE longest_edge or PREPROCESS.RESIZE.RESIZE_MODE shortest_edge should work again.
  • Use np.uint8 wherever possible for Augmentations: For augmentations that don't require high precision use the unsigned integers in hopes of speeding up. May not produce the exact same numbers compared to the float32 version previously used.

Deprecations and Removals

  • None

Known Issues

  • Training broke due to typo: See 2.0.4 for fix

Docker Image

The Docker image for version 2.0.3 can be obtained using the following command:

docker pull loghi/docker.laypa:2.0.3

Contributors

Full Changelog: 2.0.2...2.0.3

Contributors

stefanklut
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