Quadra

Fixed

- Fix hydra plugin not working properly.

Changed

- Change default build system from `setup.py` to `poetry` for better dependency management.

Changed

- Change weights of resnet18 and wideresnet50 to old ones in anomaly model configs

Updated

- Update anomalib to [v0.7.0+obx.1.2.9] (added default padim n_features for resnets' old weights)

Added

- Add new backbones for classification
- Add parameter to save a model summary for sklearn based classification tasks
- Add results csv file for anomaly detection task
- Add a way to freeze backbone layers by index for the finetuning task

Updated

- Update timm requirements to 0.9.12

Fixed

- Fix ModelSignatureWrapper not returing the correct instance when cpu, to and half functions are called
- Fix failure in model logging on mlflow whe half precision is used

Updated

- Update anomalib to [v0.7.0+obx.1.2.7] (Efficient_ad pre_padding and smaller memory footprint during training)

Fixed

- Fix BatchSizeFinder calling wrong super functions
- Fix ModelManager get_latest_version calling an hardcoded model