ETRI IVCL 1.0.0
Acceleration SW Platform for Ondevice
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Functions | Variables
datasetPreprocess Namespace Reference

Functions

def shift_value (i)
 
def bgrs_to_lumas ()
 
def process_LF (lf)
 
def load_img (path)
 
def norm_wide (input)
 
def norm_pos (input)
 
def wide_to_pos (input)
 
def pos_to_wide (input)
 

Variables

int ANGULAR_RES_X = 14
 
int ANGULAR_RES_Y = 14
 
int ANGULAR_RES_TARGET = 8*8
 
int IMG_WIDTH = 3584
 
int IMG_HEIGHT = 2688
 
 SPATIAL_HEIGHT = int(IMG_HEIGHT / ANGULAR_RES_Y)
 
 SPATIAL_WIDTH = int(IMG_WIDTH / ANGULAR_RES_X)
 
int CH_INPUT = 3
 
int CH_OUTPUT = 3
 
float SHIFT_VALUE = 0.8
 
int BATCH_SIZE = 1
 
float TRAIN_SIZE = 1.0
 
float LR_G = 0.001
 
int EPOCH = 150000
 
int DECAY_STEP = 5000
 
float DECAY_RATE = 0.90
 
float LAMBDA_L1 = 10.0
 
float LAMBDA_MV = 10.0
 
int LAMBDA_TV = 1e-1
 
int EPS = 1e-6
 
 center_view
 
 GT
 
 grid
 

Function Documentation

◆ bgrs_to_lumas()

def datasetPreprocess.bgrs_to_lumas ( )

◆ load_img()

def datasetPreprocess.load_img (   path)

◆ norm_pos()

def datasetPreprocess.norm_pos (   input)

◆ norm_wide()

def datasetPreprocess.norm_wide (   input)

◆ pos_to_wide()

def datasetPreprocess.pos_to_wide (   input)

◆ process_LF()

def datasetPreprocess.process_LF (   lf)

◆ shift_value()

def datasetPreprocess.shift_value (   i)

◆ wide_to_pos()

def datasetPreprocess.wide_to_pos (   input)

Variable Documentation

◆ ANGULAR_RES_TARGET

int datasetPreprocess.ANGULAR_RES_TARGET = 8*8

◆ ANGULAR_RES_X

int datasetPreprocess.ANGULAR_RES_X = 14

◆ ANGULAR_RES_Y

int datasetPreprocess.ANGULAR_RES_Y = 14

◆ BATCH_SIZE

int datasetPreprocess.BATCH_SIZE = 1

◆ center_view

datasetPreprocess.center_view

◆ CH_INPUT

int datasetPreprocess.CH_INPUT = 3

◆ CH_OUTPUT

int datasetPreprocess.CH_OUTPUT = 3

◆ DECAY_RATE

float datasetPreprocess.DECAY_RATE = 0.90

◆ DECAY_STEP

int datasetPreprocess.DECAY_STEP = 5000

◆ EPOCH

int datasetPreprocess.EPOCH = 150000

◆ EPS

int datasetPreprocess.EPS = 1e-6

◆ grid

datasetPreprocess.grid

◆ GT

datasetPreprocess.GT

◆ IMG_HEIGHT

int datasetPreprocess.IMG_HEIGHT = 2688

◆ IMG_WIDTH

int datasetPreprocess.IMG_WIDTH = 3584

◆ LAMBDA_L1

float datasetPreprocess.LAMBDA_L1 = 10.0

◆ LAMBDA_MV

float datasetPreprocess.LAMBDA_MV = 10.0

◆ LAMBDA_TV

int datasetPreprocess.LAMBDA_TV = 1e-1

◆ LR_G

float datasetPreprocess.LR_G = 0.001

◆ SHIFT_VALUE

float datasetPreprocess.SHIFT_VALUE = 0.8

◆ SPATIAL_HEIGHT

datasetPreprocess.SPATIAL_HEIGHT = int(IMG_HEIGHT / ANGULAR_RES_Y)

◆ SPATIAL_WIDTH

datasetPreprocess.SPATIAL_WIDTH = int(IMG_WIDTH / ANGULAR_RES_X)

◆ TRAIN_SIZE

float datasetPreprocess.TRAIN_SIZE = 1.0