ObjectDetectionTrainer.Options Class
Definition
Important
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public sealed class ObjectDetectionTrainer.Options : Microsoft.ML.Transforms.TransformInputBasetype ObjectDetectionTrainer.Options = class
inherit TransformInputBasePublic NotInheritable Class ObjectDetectionTrainer.Options
Inherits TransformInputBase- Inheritance
Constructors
| ObjectDetectionTrainer.Options() |
Fields
| BoundingBoxColumnName |
The Bounding Box column name. |
| ImageColumnName |
The Image column name. |
| InitLearningRate |
Gets or sets the initial learning rate in optimizer. |
| IOUThreshold |
Gets or sets the IOU threshold for removing duplicate bounding boxes. |
| LabelColumnName |
The label column name. |
| LogEveryNStep |
How often to log the loss. |
| MaxEpoch |
Stop training when reaching this number of epochs. |
| PredictedBoundingBoxColumnName |
The Predicted Bounding Box column name. |
| PredictedLabelColumnName |
The label column name. |
| ScoreColumnName |
The Confidence column name. |
| ScoreThreshold |
Gets or sets the confidenct threshold for bounding box category. |
| Steps |
Gets or sets the epoch steps in learning rate scheduler to reduce learning rate. |
| ValidationSet |
The validation set used while training to improve model quality. |
| WeightDecay |
Gets or sets the weight decay in optimizer. |