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@article{191082,
        author = {Dheeraj Jain B and Anil Reddy and Shylaja L N and Raman Gowda Police Patil and Ravikeerthi M Y},
        title = {FULL STACK AI SHORT VIDEO GENERATOR},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {8},
        pages = {5695-5701},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=191082},
        abstract = {This project focuses on building an AI- powered Full Stack platform for creating short, attention- grabbing videos in real-time from simple text inputs. By incorporating NLP technology with a pre-trained model named Gemini, the system will intelligently break down the input data into an apt video script. A clear-cut layered structure would be used here, with separate layers for the frontend, backend, AI processing, and storage systems. Moreover, video editing operations such as trimming, transitions, or merging videos can also get accomplished with the aid of FFmpeg libraries. A prompt engineering technique can also get implemented for more accurate outputs.”
The frontend part, built using React and Next.js, is an easy- to use interface where the user can provide inputs, preview output, and edit their videos using templates, fonts, and music, among other features. The backend part of the system will be supported using Convex for enabling live database functionality as well as efficient storage functionality. The system can be scalable, efficient, and easy to use, and may have uses related to content, marketing, and educational as well as entertainment sectors. Overall, this system can provide a very efficient solution to create professional short videos very easily.},
        keywords = {Artificial Intelligence, Short Video Generation, Text-to-Video, Natural Language Processing, Full Stack Development, Gemini AI, FFmpeg, React.js, Next.js, Web-Based Multimedia Keywords— Objection detection, YOLO, Visually impaired, Real-time systems, Python, Deep learning.},
        month = {January},
        }