Master thesis defense on “Handwriting recognition system based on convolutional neural networks”
mohammedhassan2023-10-03T18:57:59+00:00A Master thesis was discussed in Department of Computer Engineering / College of Engineering at University of Mosul entitled "Handwriting recognition system based on convolutional neural networks" submitted by (Amina Mohammed abd alhameed), Supervised By Assist. Prof. Dr. Mayada Faris Ghanim On Monday, Oct 02, 2023. In this thesis, deep learning based on a CNN is employed to perform recognition of computer science vocabulary written by participants to build a reliable handwriting recognition system that would aid the educational field. The model is constructed and validated using previously produced handwritten Computer Science Vocabulary Dataset (HCSVD). The dataset contains the handwritten vocabulary [Read More]