이 페이지에서는 Firebase AI Logic SDK를 사용하여 Imagen를 통해 아웃페인팅을 사용하여 이미지의 콘텐츠를 원래 테두리 너머로 확장하는 방법을 설명합니다.
아웃페인팅은 마스크 기반 수정의 한 유형입니다. 마스크는 수정할 특정 영역을 정의하는 디지털 오버레이입니다.
작동 방식: 원본 이미지와 해당 마스크 이미지(자동 생성 또는 사용자가 제공)를 제공합니다. 이 이미지는 새로 확장된 영역의 마스크를 정의합니다. 확장된 영역에 원하는 내용을 설명하는 텍스트 프롬프트를 선택적으로 제공할 수도 있고, 모델이 기존 장면을 논리적으로 이어갈 내용을 지능적으로 결정할 수도 있습니다. 모델이 새 콘텐츠를 생성하고 마스크 처리된 영역을 채웁니다.
[[["이해하기 쉬움","easyToUnderstand","thumb-up"],["문제가 해결됨","solvedMyProblem","thumb-up"],["기타","otherUp","thumb-up"]],[["필요한 정보가 없음","missingTheInformationINeed","thumb-down"],["너무 복잡함/단계 수가 너무 많음","tooComplicatedTooManySteps","thumb-down"],["오래됨","outOfDate","thumb-down"],["번역 문제","translationIssue","thumb-down"],["샘플/코드 문제","samplesCodeIssue","thumb-down"],["기타","otherDown","thumb-down"]],["최종 업데이트: 2025-09-10(UTC)"],[],[],null,["\u003cbr /\u003e\n\n\n| **Preview** : Using the Firebase AI Logic SDKs to access Imagen models is a feature that's in Preview, which means that it isn't subject to any SLA or deprecation policy and could change in backwards-incompatible ways.\n|\n| Editing with Imagen is only supported if you're using the\n| Vertex AI Gemini API. It's also currently only supported for\n| Android and Flutter apps. Support for other platforms is coming later in the\n| year.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\nThis page describes how to use *outpainting* using Imagen to\n**expand the content of an image beyond its original borders**\nusing the Firebase AI Logic SDKs.\n\nOutpainting is a type of *mask-based editing* . A *mask* is a digital overlay\ndefining the specific area you want to edit.\n\n\n**How it works**: You provide an original image and a\ncorresponding masked image --- either auto-generated or provided by you --- that\ndefines a mask of the new, expanded area. You can also optionally provide a\ntext prompt describing what you want in the expanded area, or the model can\nintelligently decide what will logically continue the existing scene. The\nmodel generates the new content and fills in the masked area.\n\n\nFor example, you can change an image's aspect ratio or add more background\ncontext.\n\n\u003cbr /\u003e\n\n[arrow_downward Jump to code](#expand-image)\n\nBefore you begin\n\n\n|----------------------------------------------------------------------------|\n| *Only available when using the Vertex AI Gemini API as your API provider.* |\n\n\nIf you haven't already, complete the\n[getting started guide](/docs/ai-logic/get-started), which\ndescribes how to set up your Firebase project, connect your app to Firebase,\nadd the SDK, initialize the backend service for your chosen API provider, and\ncreate an `ImagenModel` instance.\n| **This guide assumes you're using the latest\n| Firebase AI Logic SDKs.** If you're still using the \"Vertex AI in Firebase\" SDKs, see the [migration guide](/docs/ai-logic/migrate-to-latest-sdk).\n\nModels that support this capability\n\n\nImagen offers image editing through its `capability`\nmodel:\n\n- `imagen-3.0-capability-001`\n\n\nNote that for Imagen models, the `global` location is\n***not*** supported.\n\n\u003cbr /\u003e\n\nExpand content of an image\n\n\n|---------------------------------------------------------------------------------------------------------------------------------------|\n| *Before trying this sample, complete the [Before you begin](#before-you-begin) section of this guide to set up your project and app.* |\n\n\u003cbr /\u003e\n\nThe following sample shows how to expand an image beyond its original borders\n--- using a mask defined in an image that you provide.\nYou provide the original image, a text prompt, and the masked image. Note the\nfollowing about the original and masked image:\n\n- The masked image must have the pixel dimensions of the targeted size of the\n final outpainted image.\n\n- The original image must include additional padding to match the pixel\n dimensions of the masked image.\n\nProviding a text prompt is optional if you want the model to intelligently\ndecide what will logically continue the existing scene. If you want specific\ncontent within the expanded area, you need to specify that in a text prompt. \n\nSwift\n\nImage editing with Imagen models isn't supported for Swift. Check back later this year!\n\nKotlin\n\nTo expand an image, use\n[`editImage()`](/docs/reference/kotlin/com/google/firebase/ai/ImagenModel#editImage(kotlin.collections.List,kotlin.String,com.google.firebase.ai.type.ImagenEditingConfig))\nand set the editing config to use `ImagenEditMode.OUTPAINT`.\n\nNote that you can optionally use\n[`outpaintImage()`](/docs/reference/kotlin/com/google/firebase/ai/ImagenModel#outpaintImage(com.google.firebase.ai.type.ImagenInlineImage,com.google.firebase.ai.type.Dimensions,com.google.firebase.ai.type.ImagenImagePlacement,kotlin.String,com.google.firebase.ai.type.ImagenEditingConfig))\ninstead of `editImage()`, and you don't need to specify the editing mode.\n| **Note:** The SDK provides a helper function [`generateMaskAndPadForOutpainting()`](https://firebase.google.com/docs/reference/kotlin/com/google/firebase/ai/type/ImagenMaskReference) to generate a masked image with your specified dimensions and the original image centered within the expanded area.\n\nCheck out the\n[quickstart for sample code for outpainting](https://github.com/firebase/quickstart-android/blob/master/firebase-ai/app/src/main/java/com/google/firebase/quickstart/ai/feature/media/imagen/ImagenViewModel.kt).\n\n\u003cbr /\u003e\n\nJava\n\nTo expand an image, use\n[`editImage()`](/docs/reference/android/com/google/firebase/ai/ImagenModel#editImage(kotlin.collections.List,kotlin.String,com.google.firebase.ai.type.ImagenEditingConfig))\nand set the editing config to use `ImagenEditMode.OUTPAINT`.\n\nNote that you can optionally use\n[`outpaintImage()`](/docs/reference/android/com/google/firebase/ai/ImagenModel#outpaintImage(com.google.firebase.ai.type.ImagenInlineImage,com.google.firebase.ai.type.Dimensions,com.google.firebase.ai.type.ImagenImagePlacement,kotlin.String,com.google.firebase.ai.type.ImagenEditingConfig))\ninstead of `editImage()`, and you don't need to specify the editing mode.\n| **Note:** The SDK provides a helper function [`generateMaskAndPadForOutpainting()`](https://firebase.google.com/docs/reference/android/com/google/firebase/ai/type/ImagenMaskReference) to generate a masked image with your specified dimensions and the original image centered within the expanded area.\n\nCheck out the\n[quickstart for sample code for outpainting](https://github.com/firebase/quickstart-android/blob/master/firebase-ai/app/src/main/java/com/google/firebase/quickstart/ai/feature/media/imagen/ImagenViewModel.kt).\n\n\u003cbr /\u003e\n\nWeb\n\nImage editing with Imagen models isn't supported for Web apps. Check back later this year!\n\nDart\n\nTo expand an image, use\n[`editImage()`](https://pub.dev/documentation/firebase_ai/latest/firebase_ai/ImagenModel/editImage.html)\nand set the editing config to use `ImagenEditMode.OUTPAINT`.\n\nCheck out the\n[quickstart for sample code for outpainting](https://github.com/firebase/flutterfire/blob/main/packages/firebase_ai/firebase_ai/example/lib/utils/image_utils.dart).\n\n\u003cbr /\u003e\n\nUnity\n\nImage editing with Imagen models isn't supported for Unity. Check back later this year!\n\nBest practices and limitations\n\n\nWe recommend dilating the mask when editing an image. This can help smooth\nthe borders of an edit and make it seem more convincing. Generally, a dilation\nvalue of 1% or 2% is recommended (`0.01` or `0.02`).\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n[Give feedback\nabout your experience with Firebase AI Logic](/docs/ai-logic/feedback)\n\n\u003cbr /\u003e"]]
