CV

sealed class CV<T : GraphTrainableModel> : ModelType<T, ImageRecognitionModel>

Image recognition models and preprocessing.

Types

DenseNet121
Link copied to clipboard
object DenseNet121 : TFModels.CV<Functional>
DenseNet169
Link copied to clipboard
object DenseNet169 : TFModels.CV<Functional>
DenseNet201
Link copied to clipboard
object DenseNet201 : TFModels.CV<Functional>
Inception
Link copied to clipboard
object Inception : TFModels.CV<Functional>
MobileNet
Link copied to clipboard
object MobileNet : TFModels.CV<Functional>
MobileNetV2
Link copied to clipboard
object MobileNetV2 : TFModels.CV<Functional>
NASNetLarge
Link copied to clipboard
object NASNetLarge : TFModels.CV<Functional>
NASNetMobile
Link copied to clipboard
object NASNetMobile : TFModels.CV<Functional>
ResNet101
Link copied to clipboard
object ResNet101 : TFModels.CV<Functional>
ResNet101v2
Link copied to clipboard
object ResNet101v2 : TFModels.CV<Functional>
ResNet152
Link copied to clipboard
object ResNet152 : TFModels.CV<Functional>
ResNet152v2
Link copied to clipboard
object ResNet152v2 : TFModels.CV<Functional>
ResNet18
Link copied to clipboard
object ResNet18 : TFModels.CV<Functional>
ResNet34
Link copied to clipboard
object ResNet34 : TFModels.CV<Functional>
ResNet50
Link copied to clipboard
object ResNet50 : TFModels.CV<Functional>
ResNet50v2
Link copied to clipboard
object ResNet50v2 : TFModels.CV<Functional>
VGG16
Link copied to clipboard
object VGG16 : TFModels.CV<Sequential>
VGG19
Link copied to clipboard
object VGG19 : TFModels.CV<Sequential>
Xception
Link copied to clipboard
object Xception : TFModels.CV<Functional>

Functions

model
Link copied to clipboard
open fun model(modelHub: ModelHub): T

Loads the model, identified by this name, from the modelHub.

preprocessInput
Link copied to clipboard
open fun preprocessInput(preprocessing: Preprocessing): FloatArray
abstract fun preprocessInput(data: FloatArray, tensorShape: LongArray): FloatArray

Common preprocessing function for the Neural Networks trained on ImageNet and whose weights are available with the keras.application.

pretrainedModel
Link copied to clipboard
open override fun pretrainedModel(modelHub: ModelHub): ImageRecognitionModel

Returns the specially prepared pre-trained model of the type U.

Properties

modelRelativePath
Link copied to clipboard
open override val modelRelativePath: String

Relative path to model for local and S3 buckets storages.

Inheritors

TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard
TFModels.CV
Link copied to clipboard