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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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In the TF docs from 2.9 on, `tf.keras.preprocessing` has a deprecation warning:
https://www.tensorflow.org/versions/r2.10/api_docs/python/tf/keras/preprocessing
This will impact the make_data scr…
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### Describe the question.
**I have tested with DALI 1.38 and DALI 1.39 on CUDA 12.2**
I am trying to specify configurations for various augmentation operations in a hydra configuration file a…
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In the pipeline, augmentation such as flip, rotation changes input image.
but these augmentations are not currently being applied to the occupancy GT.
Isn't it logically right to stop applying that …
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Hi, thanks for the great work and contributions.
When checking the data pipelines, I found that the motion & planning labels (though they are in LiDAR coordinates) are not transformed according to…
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### 🚀 The feature
Randomly sample augmentation parameters for each image in the batch
### Motivation, pitch
Torch augmentations have two big advantages over alternatives like Albumentations: abilit…
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Running pytest currently gives the following warnings:
```
=========================================================================================================================================…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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# Responsible for creating data augmentations
- Single Augmentations -> flip, crop, mirror, etc...
- Transform Pipeline -> create pipeline composed of single augmentations
- Pre-defined Pipelines -…
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…