Reduced Annotation Based on Deep Active Learning for Arabic Text Detection in Natural Scene Images
Keyword(s):
<div>- A novel approach is presented to reduced annotation based on Deep Active Learning for Arabic text detection in Natural Scene Images.</div><div>- A new Arabic text images dataset (7k images) using the Google Street View service named TSVD.</div><div>- A new semi-automatic method for generating natural scene text images from the streets.</div><div>- Training samples is reduced to 1/5 of the original training size on average.</div><div>- Much less training data to achieve better dice index : 0.84</div>
2021 ◽
Keyword(s):
Keyword(s):
Keyword(s):
2020 ◽
Vol 10
(3)
◽
pp. 44-59