> For the complete documentation index, see [llms.txt](https://docs.roboflow.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.roboflow.com/roboflow/roboflow-ko/datasets/dataset-versions/image-augmentation/augmentation-types/cutout-augmentation.md).

# Cutout 증강

{% hint style="info" %}
Cutout Augmentation은 Enhanced Augmentation이며, a **프리미엄** 기능입니다.

플랜 및 관련 기능에 대한 최신 정보는 [요금 페이지](https://roboflow.com/pricing).
{% endhint %}

Cutout은 이미지의 일부를 무작위로 검은 박스로 대체합니다. 객체 가림에 대해 모델이 더 견고해지도록 cutout을 추가하세요.

{% hint style="danger" %}
많은 최신 모델은 학습 중 Cutout을 온라인 augmentation으로 적용합니다. 이를 두 번 적용하면 원치 않는 결과가 발생할 수 있습니다. Roboflow 3.0 또는 YOLOv8과 함께 사용하는 것은 권장하지 않습니다.
{% endhint %}

## 예시

<figure><img src="/files/9b18ecee874d493e066990a193934c3166627980" alt=""><figcaption><p>원본 이미지</p></figcaption></figure>

<figure><img src="/files/8bffb16092ecbfeeb4552fb2c1f396a0f1cbfafc" alt=""><figcaption><p>Cutout이 10%, 10개로 설정됨</p></figcaption></figure>


---

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