Descriptive Handwritten Paper Grading System using NLP and Fuzzy Logic

B Nandwalkar, S Pardeshi, M Shahade… - International Journal of …, 2023 - ijpe-online.com
The rapid changes in the educational sector driven by the daily growth in technology
breakthroughs have produced a very effective learning environment. Assessment is crucial …

Optimizing Writing Skills in Children Using a Real-Time Feedback System Based on Machine Learning

W Villegas-Ch, J García-Ortiz, S Sánchez-Viteri - IEEE Access, 2024 - ieeexplore.ieee.org
Writing is a fundamental skill in children's educational development, but many face
significant difficulties in learning it, which can affect their academic progress and self …

Detecting and extracting information of medicines from a medical prescription using deep learning and computer vision

N Palani, N Sampath - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Usually, reading any person's handwriting becomes slightly a challenging task for one.
Similarly, when it comes to a doctor's handwriting in their medical prescription it becomes …

Leveraging Deep Learning with Multi-Head Attention for Accurate Extraction of Medicine from Handwritten Prescriptions

U Ali, S Ranmbail, M Nadeem, H Ishfaq… - arXiv preprint arXiv …, 2024 - arxiv.org
Extracting medication names from handwritten doctor prescriptions is challenging due to the
wide variability in handwriting styles and prescription formats. This paper presents a robust …

Enhancing Accuracy in Handwritten Text Recognition with Convolutional Recurrent Neural Network and Data Augmentation Techniques

S Minz, R Kanojia, T Yadav… - 2023 Third International …, 2023 - ieeexplore.ieee.org
Handwriting recognition is a challenging research area in pattern recognition and image
processing that has various applications, such as reading assistance for the blind and …

Seamless Attendance Logging Application: A Technological Revolution in Logbook Capture

BS Raj, B Sujith, JV Krishna - 2024 IEEE 9th International …, 2024 - ieeexplore.ieee.org
In this age of swift technological progress, Most educational establishments seek novel
approaches that may further boost productivity. One such challenge has been the manual …

Development of An Application Transforming Handwriting into Digital Form using CNN

C Josulin, YE Kurniawati - Journal of Applied Research In …, 2023 - journal.proletargroup.org
This study aims to develop an application to recognize and predict handwriting using a
Convolutional Neural Network (CNN) with ResNet50 architecture. The software …