Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
@article{186202,
author = {Dr.MONIKA D.ROKADE and Dr. Sunil khatal and Dhanashree Ajay Kamble and Harshal Vikas Mhaske and Hemarshi Madhukar Mahale},
title = {AI-Powered Military Border Surveillance System Using Face Recognition and Military Vehicle Detection},
journal = {International Journal of Innovative Research in Technology},
year = {2025},
volume = {12},
number = {6},
pages = {768-771},
issn = {2349-6002},
url = {https://ijirt.org/article?manuscript=186202},
abstract = {The proposed system, Alfred X Wayne Core As- sistant, is designed to revolutionize personal digital assistance by creating a unified, modular, and extensible platform that integrates AI-driven conversation, secure authentication, smart reminders, emotion recognition, and multilingual support into a single open-source ecosystem. Unlike existing commercial assistants such as Alexa, Siri, or Google Assistant that operate within closed ecosystems, Alfred X emphasizes personaliza- tion, transparency, security, and accessibility through practi- cal implementation using Python, REST APIs, and SQLite databases.The system leverages advanced technologies including natural language processing, affective computing, and edge AI to provide contextual assistance while maintaining user privacy through local data processing. Alfred X integrates productivity tools, security features, and adaptive AI into a cohesive experience that supports multiple languages including English and Turkish. The platform addresses critical gaps in existing systems by providing transparency in decision-making, ex- tensibility for research and development, and secure offline functionality.Through its modular architecture, Alfred X enables seamless integration of voice recognition, emotion detection, smart home control, and task management. The system promotes inclusivity by supporting mid-resource languages and provides researchers with an open platform for developing next-generation assistant technologies. This survey paper examines the current landscape of AI assistants, identifies research gaps, and presents Alfred X as a comprehensive solution for future personal assistant development.},
keywords = {Personal AI Assistant, Voice Recognition, Emotion Recognition, Multilingual Support, Edge AI, Secure Authentication, Smart Reminders, Human-Centered Design, Modular Architecture, Open-Source Platform.},
month = {November},
}
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