Revolutionizing Image Recognition: Next-Generation CNN Architectures for Handwritten Digits and Objects

MN Absur, KFA Nasif, S Saha… - 2024 IEEE Symposium …, 2024 - ieeexplore.ieee.org
This study addresses the pressing need for computer systems to interpret digital media
images with a level of sophistication comparable to human visual perception. By leveraging …

Speed limit signboard recognition and audio alert for driver using CNN

K Karthigadevi, DG Prasath - 2023 7th International …, 2023 - ieeexplore.ieee.org
This paper deals with designing and implementing an android application for alerting the
vehicle driver with the voice alert command. The implementation begins with the speed limit …

Detection and Recognition of Face Using Deep Learning

M Sakthimohan, E Rani… - … , IoT and Security …, 2023 - ieeexplore.ieee.org
Face detection applications using digital photos are critical in the face recognition process.
This application is used in biometric recognition systems, search systems, and security …

Development of an Automated Tool for Driver Drowsiness Detection

GE Rani, M Sakthimohan… - … and Control Systems …, 2023 - ieeexplore.ieee.org
It is important to identify ocular sleepiness as soon as possible to prevent accidents. More
than 1.3 million people lose their lives in traffic-related incidents every year. In such …

An optimized handwritten polynomial equations solver using an enhanced inception V4 model

S Senthilkumar, K Brindha, JM Chatterjee… - Multimedia Tools and …, 2024 - Springer
In algebra, polynomials are expressions in which a sum is multiplied by its coefficients
involving one or more variables such as a 0 xn+ a 1 xn− 1+ a 2 xn− 2+…+ an. This paper …

Amazon Employee Access System using Machine Learning Algorithms

GE Rani, M Sakthimohan… - … , IoT and Security …, 2023 - ieeexplore.ieee.org
Employees that desire to work for Amazon will find Amazon employee access to be quite
useful. Any individual on this duty who begins evolved work at a firm should obtain the …

Real Time Object Detection Using Deep Learning

M Sornalakshmi, M Sakthimohan… - … on Vision Towards …, 2023 - ieeexplore.ieee.org
Real-time object detection using deep learning has emerged as a burgeoning field of study
due to its potential for a wide range of applications, including autonomous driving, robotics …

Development of an Automated Hand Gesture Software to Control Volume for Computer

BT Naik, PV Reddy - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Now a days everyone is looking for simplest ways for solving many types of problems.
Mostly humans' desires to interact with machines. For interaction, are in need of automatic …

Ensemble genetic and CNN model-based image classification by enhancing hyperparameter tuning

W Hussain, MF Mushtaq, M Shahroz, U Akram… - Scientific Reports, 2025 - nature.com
Abstract Model optimization is a problem of great concern and challenge for developing an
image classification model. In image classification, selecting the appropriate …

Detection and Identification of Pills using Machine Learning Models

S Akshaya, AC Uthaman… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Pill color, pill size and shape are few important characteristics for automatic pill detection.
However, the environmental factors may cause an effect such that a change is produced in …