Deep learning-based recognition system for pashto handwritten text: benchmark on PHTI
Ibrar Hussain,
Riaz Ahmad,
Khalil Ullah
et al.
Abstract:This article introduces a recognition system for handwritten text in the Pashto language, representing the first attempt to establish a baseline system using the Pashto Handwritten Text Imagebase (PHTI) dataset. Initially, the PHTI dataset underwent pre-processed to eliminate unwanted characters, subsequently, the dataset was divided into training 70%, validation 15%, and test sets 15%. The proposed recognition system is based on multi-dimensional long short-term memory (MD-LSTM) networks. A comprehensive empi… Show more
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