Emergence of Deep Learning Approaches have led to major breakthroughs and
improvement in image classification tasks. Handwritten character recognition is one such …

This paper proposes how Transfer Learning can be utilized in recognition of handwritten
Devanagari characters. A Deep Convolution Neural Network (Deep CNN) is used for …

Handwritten Optical Character Recognition is a lush area of research and is used in various
real time applications. This research is based on comparative analysis of handwritten OCR …

This paper aims to classify images of handwritten characters in the Devanagari script. We
implement a ResNet architecture with 85 convolution layers to classify images on the …

Recognizing specific characters from a large set of handwritten characters is called off-line
character recognition. Devanagari, the reading and writing script, is widely used in a broad …

Use of machines for human functions like reading, is always a dream for humans. Over the
last few decades, machine reading has become a reality. Optical Character Recognition …

The swift evolution of automated and accurate image recognition and categorization
systems is predominantly propelled by the rapid advancements in deep learning technology …