v0.7.0
Presenting Kelp-O-Matic v0.7.0! Please note that this release removes the padding and batch_size parameters from library functions and the CLI, resulting in a backward compatibility break. Users requiring these functions are advised to stick with Kelp-O-Matic version <=0.6.1.
The removal of parameters makes way for the introduction of Hann Window classification in KoM. This enhancement aims to improve outputs by generating predictions on overlapping cropped image sections. The combination of these predictions prioritizes those made on pixels near the center of the cropped section, reducing the occurrence of hard edge artifacts in stitched outputs. For some sample images showing the results of this change, please see #78.
What's Changed
- Relax pytorch version for linux by @tayden in #67
- Dependency updates by @dependabot in #68, #69, #71, #72
- Update CITATION.cff by @tayden in #73
- Update install instructions for better GPU reliability by @tayden in #74
- Fix Linux/GPU PyPI installs by @tayden in #70
- Move preprocessing transforms into model definition by @tayden in #77
- Implement Hann window classifier to reduce edge artifacts by @tayden in #78
- Input validation for path arguments by @tayden in #79
- Update docs by @tayden in #80
Full Changelog: v0.6.1...v0.7.0
