Advancements in handwritten Devanagari character recognition: a study on transfer learning and VGG16 algorithm - Sharma, Chetan; Sharma, Shamneesh; Sakshi; Chen, Hsin-Yuan (Discover applied sciences, 2024)
Keywords: Accuracy; Algorithms; Ancient languages; Applied and Technical Physics; Artificial neural networks; Character recognition; Chemistry/Food Science; Classification; CNN; Consonants (speech); Datasets; Deep learning; Devanagari; Earth Sciences; Education; Engineering; Environment; Handwriting; Handwriting recognition; Image enhancement; Language; Literature reviews; Machine learning; Materials Science; Neural networks; Postal & delivery services; Sanskrit; Support vector machines; Transfer learning; VGG16; Writers; Writing; India; Deep learning; CNN; Devanagari; VGG16; Classification; Machine learning