ImageVertical Class
Definition
Important
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Abstract class for AutoML tasks that train image (computer vision) models - such as Image Classification / Image Classification Multilabel / Image Object Detection / Image Instance Segmentation.
[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ImageVerticalTypeConverter))]
public class ImageVertical : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IImageVertical[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ImageVerticalTypeConverter))>]
type ImageVertical = class
interface IImageVertical
interface IJsonSerializablePublic Class ImageVertical
Implements IImageVertical- Inheritance
-
ImageVertical
- Attributes
- Implements
Constructors
| ImageVertical() |
Creates an new ImageVertical instance. |
Properties
| EarlyTerminationDelayEvaluation |
Number of intervals by which to delay the first evaluation. |
| EarlyTerminationEvaluationInterval |
Interval (number of runs) between policy evaluations. |
| EarlyTerminationPolicyType |
[Required] Name of policy configuration |
| LimitSettingMaxConcurrentTrial |
Maximum number of concurrent AutoML iterations. |
| LimitSettingMaxTrial |
Maximum number of AutoML iterations. |
| LimitSettingTimeout |
AutoML job timeout. |
| SweepSettingSamplingAlgorithm |
[Required] Type of the hyperparameter sampling algorithms. |
| ValidationDataDescription |
Description for the input. |
| ValidationDataJobInputType |
[Required] Specifies the type of job. |
| ValidationDataMode |
Input Asset Delivery Mode. |
| ValidationDataSize |
The fraction of training dataset that needs to be set aside for validation purpose. Values between (0.0 , 1.0) Applied when validation dataset is not provided. |
| ValidationDataUri |
[Required] Input Asset URI. |
Methods
| DeserializeFromDictionary(IDictionary) |
Deserializes a IDictionary into an instance of ImageVertical. |
| DeserializeFromPSObject(PSObject) |
Deserializes a PSObject into an instance of ImageVertical. |
| FromJson(JsonNode) |
Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IImageVertical. |
| FromJsonString(String) |
Creates a new instance of ImageVertical, deserializing the content from a json string. |
| ToJson(JsonObject, SerializationMode) |
Serializes this instance of ImageVertical into a JsonNode. |
| ToJsonString() |
Serializes this instance to a json string. |
| ToString() | |