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It's being almost six months no one replied. Hence, I decided to answer this question as someone else might face the same issue in the future.
Most probably your bg_img directory contains two folders, i.e., folder-1 and folder-2. Hence, when you're using image_directory='/Users/matioszenebegezahegn/Desktop/SynthText-master/data/bg_img/*.jpg'
getting the above error. Replace this line with below to solve this issue.
Solution:
image_directory='/Users/matioszenebegezahegn/Desktop/SynthText-master/data/bg_img/*/*.jpg'
from create-a-hdf5-data-set-for-deep-learning.
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