A model best tailored to be used within Google Cloud, and which cannot
be exported. Expected to have a higher latency, but should also have a
higher prediction quality than other cloud models.
CloudLowLatency1
A model best tailored to be used within Google Cloud, and which cannot
be exported. Expected to have a low latency, but may have lower
prediction quality than other cloud models.
MobileTfHighAccuracy1
A model that, in addition to being available within Google
Cloud, can also be exported (see ModelService.ExportModel) and
used on a mobile or edge device with TensorFlow afterwards.
Expected to have a higher latency, but should also have a higher
prediction quality than other mobile models.
MobileTfLowLatency1
A model that, in addition to being available within Google
Cloud can also be exported (see ModelService.ExportModel) and
used on a mobile or edge device with TensorFlow afterwards.
Expected to have low latency, but may have lower prediction
quality than other mobile models.
MobileTfVersatile1
A model that, in addition to being available within Google
Cloud can also be exported (see ModelService.ExportModel) and
used on a mobile or edge device with TensorFlow afterwards.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-14 UTC."],[[["\u003cp\u003eThe \u003ccode\u003eAutoMlImageObjectDetectionInputs.Types.ModelType\u003c/code\u003e enum defines various model types for image object detection within the \u003ccode\u003eGoogle.Cloud.AIPlatform.V1Beta1.Schema.TrainingJob.Definition\u003c/code\u003e namespace.\u003c/p\u003e\n"],["\u003cp\u003eModel types \u003ccode\u003eCloudHighAccuracy1\u003c/code\u003e and \u003ccode\u003eCloudLowLatency1\u003c/code\u003e are tailored for Google Cloud use, offering high accuracy or low latency respectively, and cannot be exported.\u003c/p\u003e\n"],["\u003cp\u003eModel types \u003ccode\u003eMobileTfHighAccuracy1\u003c/code\u003e, \u003ccode\u003eMobileTfLowLatency1\u003c/code\u003e, and \u003ccode\u003eMobileTfVersatile1\u003c/code\u003e can be used in Google Cloud and exported for mobile or edge device deployment with TensorFlow.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eUnspecified\u003c/code\u003e model type is a placeholder and should not be directly assigned for practical use.\u003c/p\u003e\n"]]],[],null,[]]
