quadra

What's Changed

• Integrate half precision in sklearn based task by @lorenzomammana in https://github.com/orobix/quadra/pull/100

Full Changelog: https://github.com/orobix/quadra/compare/v1.5.5...v1.5.6

What's Changed

• Hotfix/fix model summary by @lorenzomammana in https://github.com/orobix/quadra/pull/99

Full Changelog: https://github.com/orobix/quadra/compare/v1.5.4...v1.5.5

What's Changed

• Hotfix/half precision inference by @lorenzomammana in https://github.com/orobix/quadra/pull/96

Full Changelog: https://github.com/orobix/quadra/compare/v1.5.3...v1.5.4

What's Changed

• Fix/multiclass segm report by @AlessandroPolidori in https://github.com/orobix/quadra/pull/95

Full Changelog: https://github.com/orobix/quadra/compare/v1.5.2...v1.5.3

What's Changed

• Feature/hydra plugin integration by @lorenzomammana in https://github.com/orobix/quadra/pull/94

Full Changelog: https://github.com/orobix/quadra/compare/v1.5.1...v1.5.2

What's Changed

• Hotfix/missing plugin by @lorenzomammana in https://github.com/orobix/quadra/pull/93

Full Changelog: https://github.com/orobix/quadra/compare/v1.5.0...v1.5.1

What's Changed

• Poetry migration by @lorenzomammana in https://github.com/orobix/quadra/pull/92

Full Changelog: https://github.com/orobix/quadra/compare/v1.4.1...v1.5.0

What's Changed

• Feature/anomaly default backbones by @AlessandroPolidori in https://github.com/orobix/quadra/pull/90
• fix: Anomalib version is 1.2.9 by @AlessandroPolidori in https://github.com/orobix/quadra/pull/91

Full Changelog: https://github.com/orobix/quadra/compare/v1.4.0...v1.4.1

What's Changed

• Save csv file with test results in anomaly train task by @AlessandroPolidori in https://github.com/orobix/quadra/pull/87
• Fp16 bugfix by @AlessandroPolidori in https://github.com/orobix/quadra/pull/88
• Upgrade timm by @lorenzomammana in https://github.com/orobix/quadra/pull/89

Full Changelog: https://github.com/orobix/quadra/compare/v1.3.8...v1.4.0

What's Changed

• Batch size finder calling wrong super class functions by @lorenzomammana in https://github.com/orobix/quadra/pull/85

Full Changelog: https://github.com/orobix/quadra/compare/v1.3.6...v1.3.7

What's changed

• Changed matplotlib backend in anomaly visualizer to solve slowdown on some devices

• Update anomalib to [v0.7.0+obx.1.2.6] (Efficient_ad now keeps maps always on gpu during forward)

What's Changed

Anomaly detection reproducibility on different machines is now guaranteed for padim and patchcore models.

What's Changed

• libraries: Update anomalib to 0.7.0 + 1.2.5 by @AlessandroPolidori in https://github.com/orobix/quadra/pull/80

Full Changelog: https://github.com/orobix/quadra/compare/v1.3.3...v1.3.4

What's Changed

• Improve env variables handling for pytest by @lorenzomammana in https://github.com/orobix/quadra/pull/79

Full Changelog: https://github.com/orobix/quadra/compare/v1.3.2...v1.3.3

What's Changed

• fix: mlflow versioning by @rcmalli in https://github.com/orobix/quadra/pull/77

Full Changelog: https://github.com/orobix/quadra/compare/v1.3.1...v1.3.2

What's Changed

• Upgrade pandas requirement version by @lorenzomammana in https://github.com/orobix/quadra/pull/76

Full Changelog: https://github.com/orobix/quadra/compare/v1.3.0...v1.3.1

What's Changed

• Automatic batch size and safe testing by @lorenzomammana in https://github.com/orobix/quadra/pull/68
• Reduce test time by @lorenzomammana in https://github.com/orobix/quadra/pull/69
• Support Python 3.10, deprecate Python 3.8 by @lorenzomammana in https://github.com/orobix/quadra/pull/72
• Update oxford pet segmentation example to multiclass segmentation task by @rcmalli in https://github.com/orobix/quadra/pull/73
• Release 1.3.0 by @lorenzomammana in https://github.com/orobix/quadra/pull/71

Full Changelog: https://github.com/orobix/quadra/compare/v1.2.7...v1.3.0

What's Changed

• Fix classification crash when only images without gt are used by @lorenzomammana in https://github.com/orobix/quadra/pull/70

Full Changelog: https://github.com/orobix/quadra/compare/v1.2.6...v1.2.7

What's Changed

• Improve anomaly threshold usage in inference task by @lorenzomammana in https://github.com/orobix/quadra/pull/67

Full Changelog: https://github.com/orobix/quadra/compare/v1.2.5...v1.2.6

What's Changed

• Fix broken classification generic experiment by @lorenzomammana in https://github.com/orobix/quadra/pull/65

Full Changelog: https://github.com/orobix/quadra/compare/v1.2.4...v1.2.5