Gemini Omni is Google's next-generation, natively multimodal AI model capable of seamlessly processing and generating text, code, images, audio, and video. The Gemini Omni Flash model is also officially available to try directly in the Gemini App.
Contents
Official Resources
- Official Product Page - Official overview of the Gemini Omni model architecture, native multimodality, and core features.
- Prompt Guide - Official comprehensive guidelines by Google DeepMind for designing effective multimodal prompts.
- Model Card - Official model card outlining technical specifications, training datasets, and safety mitigations for Gemini Omni Flash.
- Veo Prompt Guide - Official guidelines by Google DeepMind for crafting high-fidelity video generation prompts in Veo.
- Ultimate Prompting Guide for Veo 3.1 - In-depth prompt engineering and styling handbook from the Google Cloud blog for Veo 3.1.
Interactive Platforms
- Google Flow - Creative canvas and workspace enabling interactive collaboration and native video editing powered by Gemini Omni.
Capabilities and Showcases
Native Video Editing
- LEGO and Historical Film Transfer - Demonstration of transforming the famous 1896 train film into LEGO style and adding custom elements natively.
- Claymation and Anime Style Transfer - Video style alteration example showing adjustment into anime or claymation while preserving spatial motion.
- Dynamic Logo and Text Tracking - Showcase of placing high-fidelity text at precise timestamps and rendering logos onto fast-moving tennis balls in Google Flow.
- Video-to-Video Style Alteration - Native video editing test demonstrating high-fidelity video style adjustments.
- Material Synthesis and Modification - Native material transformation using combined text prompts and video inputs.
Multimodal Video Generation
- Google Maps Route to First-Person View - Synthesis of a first-person driving video based on a static map screenshot with a drawn route.
- High-Speed Camera Zoom and World Knowledge - High-speed camera panning, zoom, and refocus simulation demonstrating deep spatial world knowledge in Gemini Omni Flash.
- Single-Line Video Generation - Streamlined generation using ultra-compact single-line prompts.
Multimodal Interaction
- Visual Question Answering and Object Identification - Interactive identification and reasoning of dynamic real-world objects.
Tutorials and Courses
- AI Agents for Image and Video Generation - Short course focused on building AI agents that automatically generate and refine media outputs.
Contributing
Contributions are always welcome! Please read the contribution guidelines first.
Footnotes
- This repository is curated and maintained by Chouaieb Nemri.
- Read more articles and insights by Chouaieb Nemri on Medium.