Reza tbmreza

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Focusing

Aspiring computer scientist.

tbmreza / gcloudTXTtoArray.py

Created May 15, 2019 07:47

	from collections import namedtuple
	import re

	''' TXT structure sample:

	"PROVINSI"(489,185),(652,185),(652,219),(489,219)
	"JAWA"(658,185),(747,185),(747,219),(658,219)
	"BARAT"(758,185),(866,185),(866,219),(758,219)
	"KABUPATEN"(508,220),(704,220),(704,252),(508,252)
	"BEKASI"(724,220),(848,220),(848,252),(724,252)

tbmreza / augment_image.py

Created May 4, 2019 07:07

Image augmentation using imgaug that loads JPG files in working directory and saves to result folder.

	# Modified from a stackoverflow answer. https://stackoverflow.com/a/52147997

	import imgaug as ia
	from imgaug import augmenters as iaa
	import numpy as np
	import imageio
	import os

	number_of_output = 4
	result_folder = 'imgaug/'

tbmreza / box_game.py

Created April 19, 2019 09:17

	# https://www.youtube.com/watch?v=5SlYTF2ovGg&list=PLNtxQuOxJ0p29Ry5jp3AiOJpk0UiSSlts&index=6
	import pygame

	# Setup
	pygame.init()
	clock = pygame.time.Clock()
	screenSize = (500,500)
	screen = pygame.display.set_mode(screenSize)

	# Player data

tbmreza / 002-selenium

Created March 5, 2019 08:56

	from selenium import webdriver

	# path_to_chromedriver = '/home/tbmreza/development/chromedriver_linux64/chromedriver'
	browser = webdriver.Chrome('/home/tbmreza/development/chromedriver_linux64/
	chromedriver')

	browser.get("https://www.google.com/")

tbmreza / 001-transfer-learning-pisang.py

Created February 26, 2019 14:34

	from keras.applications import densenet
	from keras.preprocessing import image
	from keras.applications.densenet import preprocess_input, decode_predictions
	import numpy as np
	from keras.layers import Dense, GlobalAveragePooling2D
	from keras.preprocessing.image import ImageDataGenerator
	from keras.models import Model
	from keras.optimizers import Adam
	import os

tbmreza / 001-folder-structure

Created February 26, 2019 13:58