DataGenerator.DataGenerator Class Reference

Inheritance diagram for DataGenerator.DataGenerator:

Collaboration diagram for DataGenerator.DataGenerator:

Public Member Functions
def	__init__ (self, list_IDs, shuffle=True, batch_size=5)
def	__len__ (self)
def	__getitem__ (self, index)
def	on_epoch_end (self)

Public Attributes
	batch_size
	list_IDs
	shuffle
	indexes

Private Member Functions
def	__data_generation (self, list_IDs_temp, indexes)

Detailed Description

Generates data for Keras 

Constructor & Destructor Documentation

__init__()

def DataGenerator.DataGenerator.__init__	(		self,
			list_IDs,
			shuffle = True,
			batch_size = 5
	)

Initialization

Member Function Documentation

__data_generation()

def DataGenerator.DataGenerator.__data_generation (   self,   list_IDs_temp,   indexes  )

private

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__getitem__()

def DataGenerator.DataGenerator.__getitem__	(		self,
			index
	)

Generate one batch of data 

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__len__()

def DataGenerator.DataGenerator.__len__

(

self

)

Denotes the number of batches per epoch 

on_epoch_end()

def DataGenerator.DataGenerator.on_epoch_end

(

self

)

Updates indexes after each epoch

Member Data Documentation

batch_size

DataGenerator.DataGenerator.batch_size

indexes

DataGenerator.DataGenerator.indexes

list_IDs

DataGenerator.DataGenerator.list_IDs

shuffle

DataGenerator.DataGenerator.shuffle

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The documentation for this class was generated from the following file:

• source/DataGenerator.py