Fixed keys in data configs to fit AnomalibDataModule parameters

[abc-125]

📝 Description

• 🛠️ Fixes [Bug]: Wrong keys in data configs #2031

There is a mismatch between some data config keys and AnomalibDataModule init parameters for all datasets.
It looks like normalization and center_crop were replaced by more general transform, transform_config_train and transform_config_eval were renamed to train_transform and eval_transform, respectively.

I changed this in all data config files, now it is possible to start the training using these configs.

✨ Changes

Select what type of change your PR is:

• 🐞 Bug fix (non-breaking change which fixes an issue)
• 🔨 Refactor (non-breaking change which refactors the code base)
• 🚀 New feature (non-breaking change which adds functionality)
• 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
• 📚 Documentation update
• 🔒 Security update

✅ Checklist

Before you submit your pull request, please make sure you have completed the following steps:

• 📋 I have summarized my changes in the CHANGELOG and followed the guidelines for my type of change (skip for minor changes, documentation updates, and test enhancements).
• 📚 I have made the necessary updates to the documentation (if applicable).
• 🧪 I have written tests that support my changes and prove that my fix is effective or my feature works (if applicable).

For more information about code review checklists, see the Code Review Checklist.

[samet-akcay]

thanks for addressing this