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metadata
title: AI Video Composer
short_description: Create videos with FFMPEG + Qwen2.5-Coder
emoji: 🏞
colorFrom: red
colorTo: yellow
sdk: gradio
sdk_version: 5.6.0
app_file: app.py
pinned: false
disable_embedding: true
models:
  - Qwen/Qwen2.5-Coder-32B-Instruct

🏞 AI Video Composer

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.

How It Works

  1. Upload Media Files:

    • Supports multiple file formats including:
      • Images: .png, .jpg, .jpeg, .tiff, .bmp, .gif, .svg
      • Audio: .mp3, .wav, .ogg
      • Video: .mp4, .avi, .mov, .mkv, .flv, .wmv, .webm, and more
    • File size limit: 10MB per file
    • Video duration limit: 2 minutes

  2. Provide Instructions:

    • Write natural language instructions describing how you want to process your media
    • Examples:
      • "Convert these images into a slideshow with 1 second per image"
      • "Add this audio track to the video"
      • "Make the video play 2x faster"
      • "Create a waveform visualization for this audio file"

  3. Advanced Parameters:

    • Top-p (nucleus sampling): Controls diversity of generated commands (0-1)
    • Temperature: Controls randomness in command generation (0-5)

  4. Processing:

    • The app analyzes your files and instructions
    • Generates an optimized FFmpeg command using Qwen2.5-Coder
    • Executes the command and returns the processed video
    • Displays the generated FFmpeg command for transparency

Features

  • Smart Command Generation: Automatically generates optimal FFmpeg commands based on natural language input
  • Error Handling: Validates commands before execution and retries with alternative approaches if needed
  • Multiple Asset Support: Process multiple media files in a single operation
  • Waveform Visualization: Special support for audio visualization with customizable parameters
  • Image Sequence Processing: Efficient handling of image sequences for slideshow creation
  • Format Conversion: Support for various input/output format conversions
  • Example Gallery: Built-in examples demonstrating common use cases

Technical Details

  • Built with Gradio for the user interface
  • Uses FFmpeg for media processing
  • Powered by Qwen2.5-Coder for command generation
  • Implements robust error handling and command validation
  • Processes files in a temporary directory for safety
  • Supports both simple operations and complex media transformations

Limitations

  • Maximum file size: 10MB per file
  • Maximum video duration: 2 minutes
  • Output format: Always MP4
  • Processing time may vary based on input complexity

Contributing

If you have ideas for improvements or bug fixes, please open a PR:

Open a Pull Request