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 2025-04-09 UTC."],[[["This page documents the `AutoMlImageObjectDetectionInputs.Types.ModelType` enum within the `Google.Cloud.AIPlatform.V1Beta1` namespace, specifically in version 1.0.0-beta02, found in the `Google.Cloud.AIPlatform.V1Beta1.dll` assembly."],["The enum defines six distinct model types, each tailored for different use cases and performance characteristics, including `CloudHighAccuracy1`, `CloudLowLatency1`, `MobileTfHighAccuracy1`, `MobileTfLowLatency1`, `MobileTfVersatile1`, and `Unspecified`."],["Cloud-based models (`CloudHighAccuracy1` and `CloudLowLatency1`) are designed for use within Google Cloud and prioritize either high prediction accuracy or low latency, whereas mobile-based models (`MobileTfHighAccuracy1`, `MobileTfLowLatency1`, `MobileTfVersatile1`) can be exported and used on mobile or edge devices with TensorFlow."],["The models with the prefix `MobileTf` are able to be exported using `ModelService.ExportModel` and used on mobile or edge devices, while the models that start with `Cloud` are not able to be exported."]]],[]]
