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