[[["わかりやすい","easyToUnderstand","thumb-up"],["問題の解決に役立った","solvedMyProblem","thumb-up"],["その他","otherUp","thumb-up"]],[["必要な情報がない","missingTheInformationINeed","thumb-down"],["複雑すぎる / 手順が多すぎる","tooComplicatedTooManySteps","thumb-down"],["最新ではない","outOfDate","thumb-down"],["翻訳に関する問題","translationIssue","thumb-down"],["サンプル / コードに問題がある","samplesCodeIssue","thumb-down"],["その他","otherDown","thumb-down"]],["最終更新日 2025-07-25 UTC。"],[[["\u003cp\u003eThis guide is deprecated and users should refer to the TensorFlow with Vertex AI guide for updated information.\u003c/p\u003e\n"],["\u003cp\u003eEarth Engine facilitates the use of TensorFlow for machine learning by providing methods for data export/import in TFRecord format and integration with AI Platform for model hosting.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eee.Model\u003c/code\u003e package enables interaction with TensorFlow models, specifically allowing predictions on Earth Engine images using models hosted on AI Platform.\u003c/p\u003e\n"],["\u003cp\u003eWhen using AI Platform models, ensure compatibility with TensorFlow's SavedModel format and configure necessary permissions for model access.\u003c/p\u003e\n"],["\u003cp\u003eBe mindful of potential costs associated with using billable components of Google Cloud, such as AI Platform and Cloud Storage.\u003c/p\u003e\n"]]],["This content outlines using TensorFlow models with Earth Engine, focusing on `ee.Model` for AI Platform interaction. Key actions include creating `ee.Model` instances with `ee.Model.fromAiPlatformPredictor()`, packaging Earth Engine data into tensors for AI Platform prediction requests, and reassembling responses. Models must use TensorFlow's SavedModel format, prepared using the Earth Engine CLI. Image predictions utilize `model.predictImage()`, returning an `ee.Image`. The document warns about costs associated with AI Platform and Cloud Storage and recommend using regional endpoints.\n"],null,[]]
