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kozlov721 committed Oct 31, 2024
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Expand Up @@ -476,13 +476,11 @@ The RLE is composed of the height and width of the mask image and the counts of
}
```

{% alert %}
The RLE format is not intended for regular use and is provided mainly to support datasets that may already be in this format.
{% /alert %}
> \[!NOTE\]
> The RLE format is not intended for regular use and is provided mainly to support datasets that may already be in this format.
{% alert %}
Masks provided as numpy arrays are converted to RLE format internally.
{% /alert %}
> \[!NOTE\]
> Masks provided as numpy arrays are converted to RLE format internally.
### Array

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}
```

By default, we support most augmentations from the `albumentations` library. You can find the full list of augmentations and their parameters in the {% link href="https://albumentations.ai/docs/api_reference/augmentations/" %}Albumentations documentation{% /link %}.
By default, we support most augmentations from the `albumentations` library. You can find the full list of augmentations and their parameters in the [Albumentations](https://albumentations.ai/docs/api_reference/augmentations/)documentation.

On top of that, we provide a handful of custom batch augmentations:

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```

{% alert %}
The augmentations are **not** applied in order. Instead, an optimal order is determined based on the type of the augmentations to minimize the computational cost.
{% /alert %}
> \[!NOTE\]
> The augmentations are **not** applied in order. Instead, an optimal order is determined based on the type of the augmentations to minimize the computational cost.
### Usage with LuxonisLoader

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