A Model best tailored to be used within Google Cloud, and which cannot
be exported.
Default.
MobileTfHighAccuracy1
A model that, in addition to being available within Google
Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow
or Core ML model and used on a mobile or edge device 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) as TensorFlow
or Core ML model and used on a mobile or edge device 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) as TensorFlow
or Core ML model and used on a mobile or edge device with 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 2025-03-21 UTC."],[[["This webpage provides documentation for the `AutoMlImageClassificationInputs.Types.ModelType` enum within the `Google.Cloud.AIPlatform.V1` namespace, covering versions from 1.0.0 up to the latest 3.22.0."],["The `ModelType` enum defines different model options for image classification, including `Cloud`, `MobileTfHighAccuracy1`, `MobileTfLowLatency1`, `MobileTfVersatile1`, and `Unspecified`."],["The documentation outlines the capabilities of each `ModelType`, such as whether it can be exported for use on mobile devices or is strictly for use within Google Cloud, also highlighting their expected performance characteristics in regards to latency and prediction quality."],["Each version listed links to the documentation for that version, allowing for easy access to the specific details for `AutoMlImageClassificationInputs.Types.ModelType`."],["The latest version listed is 3.22.0, while the earliest version documented is 1.0.0, demonstrating a wide range of support for the `ModelType` enum throughout the product's history."]]],[]]
