The Problem
In the bustling world of advertising, creating impactful ads has traditionally required substantial investment in time, talent, and resources. The global advertisement market, valued at $647.3 billion in 2023, often is not accessible to small businesses due to the high costs associated with hiring actors, securing locations, and renting equipment. This traditional process is not only expensive but also time-consuming, often taking weeks to produce a single advertisement.
Our Solution
Introducing the "AI Audio-Video Advertisement Generator" which is a Multimodal AI Advertisement Creation Tool—a revolutionary platform that democratizes advertising by leveraging cutting-edge AI technology. Our tool uses pre-trained generative models to create ads featuring virtual actors, stunning scenes, and engaging scenarios, all customized to your brand's needs all available at a single prompt. This innovation eliminates the need for extensive human involvement, drastically reducing the time and costs associated with traditional ad creation.
How It Works
- User Interface: Users provide a prompt describing their desired advertisement.
- AI Engine: Our advanced AI tool generates high-quality video content based on the prompt, blending different genres and elements to create a unique ad.
- Video Output: The final video output is ready for immediate use, complete with customized overlays and enhancements.
Workflow Diagram
Main Features
- Generative Models: Produce video outputs featuring virtual humans, diverse scenes, and more.
- Customization: Easily blend various genres and styles to create unique advertisements(all done with just a user prompt).
- Time and Cost Efficiency: Generate ads in minutes or hours, rather than weeks, significantly reducing production costs.
Why This Matters
By providing a cost-effective and efficient solution, our tool makes professional advertising accessible to businesses of all sizes. Small businesses can now compete with larger firms, creating ads that resonate with audiences without breaking the bank. This democratization of advertising not only levels the playing field but also fosters creativity and innovation in marketing strategies.
This project introduces a novel approach to overlaying text on generated images by utilizing edge density detection and histogram analysis. Here’s how the process works:
- Edge Density Detection: The algorithm scans the generated image to identify regions with lower edge density, which are likely to be visually simpler or "empty" areas. These regions are ideal for placing text, as they are less likely to obscure important parts of the image.
- Histogram Analysis for Brightness: After identifying potential areas for text placement, the histogram function from OpenCV is used to analyze the brightness levels within these regions. This analysis helps determine whether the area is predominantly light or dark.
- Adaptive Text Color Selection: Based on the brightness of the region, the text color is dynamically chosen to ensure high contrast and legibility. For instance, if the region is mostly dark, a light-colored text is used, and vice versa.
This method enhances the aesthetic quality of the overlay text, making it more readable and visually integrated with the image.
Conclusion
The Multimodal AI Advertisement Creation Tool is more than just a technological innovation; it's a game-changer for businesses looking to make an impact without the traditional barriers of high costs and long production times. Embrace the future of advertising with us and unlock new opportunities for your brand.
Components List
- Hardware: Mini PC AMD Ryzen™ AI processor
- Software: AMD Ryzen™ AI Software, Hugging Face models, ONNX Runtime, Vitis AI, and appropriate APIs
- Hugging Face Models - Stable-diffusion-3 & Mistral
Sample Output
1. Mars Exploration
https://github.com/ketanspage/AMD_Pervasive_AI_RyzenRangers/blob/main/Video_Output/Sample_Output.gif
2. Tom Cruise Advertisement
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