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--- |
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title: AI Video Composer |
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short_description: Create videos with FFMPEG + Qwen2.5-Coder |
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emoji: 🏞 |
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colorFrom: red |
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colorTo: yellow |
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sdk: gradio |
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sdk_version: 5.6.0 |
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app_file: app.py |
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pinned: false |
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disable_embedding: true |
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models: |
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- Qwen/Qwen2.5-Coder-32B-Instruct |
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--- |
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# 🏞 AI Video Composer |
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AI Video Composer is an intelligent media processing application that uses natural language instructions to create videos from your media assets. It leverages the Qwen2.5-Coder language model to generate FFmpeg commands based on your requirements. |
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## How It Works |
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1. **Upload Media Files**: |
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- Supports multiple file formats including: |
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- Images: .png, .jpg, .jpeg, .tiff, .bmp, .gif, .svg |
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- Audio: .mp3, .wav, .ogg |
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- Video: .mp4, .avi, .mov, .mkv, .flv, .wmv, .webm, and more |
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- File size limit: 10MB per file |
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- Video duration limit: 2 minutes |
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2. **Provide Instructions**: |
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- Write natural language instructions describing how you want to process your media |
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- Examples: |
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- "Convert these images into a slideshow with 1 second per image" |
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- "Add this audio track to the video" |
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- "Make the video play 2x faster" |
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- "Create a waveform visualization for this audio file" |
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3. **Advanced Parameters**: |
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- Top-p (nucleus sampling): Controls diversity of generated commands (0-1) |
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- Temperature: Controls randomness in command generation (0-5) |
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4. **Processing**: |
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- The app analyzes your files and instructions |
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- Generates an optimized FFmpeg command using Qwen2.5-Coder |
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- Executes the command and returns the processed video |
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- Displays the generated FFmpeg command for transparency |
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## Features |
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- **Smart Command Generation**: Automatically generates optimal FFmpeg commands based on natural language input |
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- **Error Handling**: Validates commands before execution and retries with alternative approaches if needed |
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- **Multiple Asset Support**: Process multiple media files in a single operation |
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- **Waveform Visualization**: Special support for audio visualization with customizable parameters |
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- **Image Sequence Processing**: Efficient handling of image sequences for slideshow creation |
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- **Format Conversion**: Support for various input/output format conversions |
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- **Example Gallery**: Built-in examples demonstrating common use cases |
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## Technical Details |
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- Built with Gradio for the user interface |
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- Uses FFmpeg for media processing |
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- Powered by Qwen2.5-Coder for command generation |
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- Implements robust error handling and command validation |
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- Processes files in a temporary directory for safety |
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- Supports both simple operations and complex media transformations |
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## Limitations |
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- Maximum file size: 10MB per file |
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- Maximum video duration: 2 minutes |
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- Output format: Always MP4 |
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- Processing time may vary based on input complexity |
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## Contributing |
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If you have ideas for improvements or bug fixes, please open a PR: |
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[](https://huggingface.co/spaces/huggingface-projects/video-composer-gpt4/discussions) |
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