Cipher Cinema : AI Powered Movien Generation System

  • Unique Paper ID: 180470
  • PageNo: 3154-3158
  • Abstract:
  • The project presents an AI-driven pipeline that transforms a text prompt into a complete animated video. Initially, a detailed movie script is generated using Google's Gemini 2.0 Flash model [1]. A condensed visual description is then produced and used to create a realistic image through Stability AI’s Stable Diffusion XL model [2]. Finally, the generated image is animated into a video using Runway ML's video generation API [3]. The system features real-time status updates, progress monitoring, and error handling to enhance user experience. By combining natural language processing, text-to-image synthesis, and video generation technologies, the platform allows users to easily convert creative ideas into animated media content without requiring technical skills.

Copyright & License

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.

BibTeX

@article{180470,
        author = {Harshwardhan Patil and Kalpesh Pathode and Dhanashri Patil and Sakshi Deshmukh and Supriya Balote},
        title = {Cipher Cinema : AI Powered Movien Generation System},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {12},
        number = {1},
        pages = {3154-3158},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=180470},
        abstract = {The project presents an AI-driven pipeline that transforms a text prompt into a complete animated video. Initially, a detailed movie script is generated using Google's Gemini 2.0 Flash model [1]. A condensed visual description is then produced and used to create a realistic image through Stability AI’s Stable Diffusion XL model [2]. Finally, the generated image is animated into a video using Runway ML's video generation API [3]. The system features real-time status updates, progress monitoring, and error handling to enhance user experience. By combining natural language processing, text-to-image synthesis, and video generation technologies, the platform allows users to easily convert creative ideas into animated media content without requiring technical skills.},
        keywords = {Generative AI, Text-To-image Synthesis, Image-to-Video Generation, Movie Script Generation, Google Gemini API, Stable Diffusion XL, Runway ML API, Automated Content Creation},
        month = {June},
        }

Cite This Article

Patil, H., & Pathode, K., & Patil, D., & Deshmukh, S., & Balote, S. (2025). Cipher Cinema : AI Powered Movien Generation System. International Journal of Innovative Research in Technology (IJIRT), 12(1), 3154–3158.

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