LostTech.TensorFlow : API Documentation

Type ImageDataGenerator

Namespace tensorflow.keras.preprocessing.image

Parent ImageDataGenerator

Interfaces IImageDataGenerator

Methods

Properties

Public instance methods

object apply_transform(object x, IDictionary<string, Nullable<int>> transform_parameters)

object apply_transform_dyn(object x, object transform_parameters)

void fit(object x, bool augment, int rounds, object seed)

object fit_dyn(object x, ImplicitContainer<T> augment, ImplicitContainer<T> rounds, object seed)

NumpyArrayIterator flow(object x, object y, int batch_size, bool shuffle, object sample_weight, object seed, object save_to_dir, string save_prefix, string save_format, object subset)

object flow_dyn(object x, object y, ImplicitContainer<T> batch_size, ImplicitContainer<T> shuffle, object sample_weight, object seed, object save_to_dir, ImplicitContainer<T> save_prefix, ImplicitContainer<T> save_format, object subset)

DataFrameIterator flow_from_dataframe(object dataframe, object directory, string x_col, string y_col, object weight_col, ValueTuple<int, object> target_size, string color_mode, object classes, string class_mode, int batch_size, bool shuffle, object seed, object save_to_dir, string save_prefix, string save_format, object subset, string interpolation, bool validate_filenames, IDictionary<string, object> kwargs)

object flow_from_dataframe_dyn(object dataframe, object directory, ImplicitContainer<T> x_col, ImplicitContainer<T> y_col, object weight_col, ImplicitContainer<T> target_size, ImplicitContainer<T> color_mode, object classes, ImplicitContainer<T> class_mode, ImplicitContainer<T> batch_size, ImplicitContainer<T> shuffle, object seed, object save_to_dir, ImplicitContainer<T> save_prefix, ImplicitContainer<T> save_format, object subset, ImplicitContainer<T> interpolation, ImplicitContainer<T> validate_filenames, IDictionary<string, object> kwargs)

DirectoryIterator flow_from_directory(Byte[] directory, ValueTuple<int, object> target_size, string color_mode, object classes, string class_mode, int batch_size, bool shuffle, object seed, object save_to_dir, string save_prefix, string save_format, bool follow_links, string subset, string interpolation)

DirectoryIterator flow_from_directory(string directory, ValueTuple<int, object> target_size, string color_mode, object classes, string class_mode, int batch_size, bool shuffle, object seed, object save_to_dir, string save_prefix, string save_format, bool follow_links, string subset, string interpolation)

object flow_from_directory_dyn(object directory, ImplicitContainer<T> target_size, ImplicitContainer<T> color_mode, object classes, ImplicitContainer<T> class_mode, ImplicitContainer<T> batch_size, ImplicitContainer<T> shuffle, object seed, object save_to_dir, ImplicitContainer<T> save_prefix, ImplicitContainer<T> save_format, ImplicitContainer<T> follow_links, object subset, ImplicitContainer<T> interpolation)

IDictionary<string, Nullable<int>> get_random_transform(object img_shape, object seed)

object get_random_transform_dyn(object img_shape, object seed)

object random_transform(object x, object seed)

object random_transform_dyn(object x, object seed)

ndarray standardize(ndarray x)

object standardize_dyn(object x)

Public static methods

ImageDataGenerator NewDyn(ImplicitContainer<T> featurewise_center, ImplicitContainer<T> samplewise_center, ImplicitContainer<T> featurewise_std_normalization, ImplicitContainer<T> samplewise_std_normalization, ImplicitContainer<T> zca_whitening, ImplicitContainer<T> zca_epsilon, ImplicitContainer<T> rotation_range, ImplicitContainer<T> width_shift_range, ImplicitContainer<T> height_shift_range, object brightness_range, ImplicitContainer<T> shear_range, ImplicitContainer<T> zoom_range, ImplicitContainer<T> channel_shift_range, ImplicitContainer<T> fill_mode, ImplicitContainer<T> cval, ImplicitContainer<T> horizontal_flip, ImplicitContainer<T> vertical_flip, object rescale, object preprocessing_function, object data_format, ImplicitContainer<T> validation_split, object dtype)

Public properties

Nullable<ValueTuple<int, int>> brightness_range get; set;

int channel_axis get; set;

double channel_shift_range get; set;

int col_axis get; set;

double cval get; set;

string data_format get; set;

string dtype get; set;

bool featurewise_center get; set;

bool featurewise_std_normalization get; set;

string fill_mode get; set;

double height_shift_range get; set;

bool horizontal_flip get; set;

int interpolation_order get; set;

object mean get; set;

object preprocessing_function get; set;

object principal_components get; set;

object PythonObject get;

object rescale get; set;

double rotation_range get; set;

int row_axis get; set;

bool samplewise_center get; set;

bool samplewise_std_normalization get; set;

double shear_range get; set;

object std get; set;

bool vertical_flip get; set;

double width_shift_range get; set;

double zca_epsilon get; set;

bool zca_whitening get; set;

object zoom_range get; set;