Ryan Malloy 840bd34f29 🎬 Video Processor v0.4.0 - Complete Multimedia Processing Platform
Professional video processing pipeline with AI analysis, 360° processing,
and adaptive streaming capabilities.

 Core Features:
• AI-powered content analysis with scene detection and quality assessment
• Next-generation codec support (AV1, HEVC, HDR10)
• Adaptive streaming (HLS/DASH) with smart bitrate ladders
• Complete 360° video processing with multiple projection support
• Spatial audio processing (Ambisonic, binaural, object-based)
• Viewport-adaptive streaming with up to 75% bandwidth savings
• Professional testing framework with video-themed HTML dashboards

🏗️ Architecture:
• Modern Python 3.11+ with full type hints
• Pydantic-based configuration with validation
• Async processing with Procrastinate task queue
• Comprehensive test coverage with 11 detailed examples
• Professional documentation structure

🚀 Production Ready:
• MIT License for open source use
• PyPI-ready package metadata
• Docker support for scalable deployment
• Quality assurance with ruff, mypy, and pytest
• Comprehensive example library

From simple encoding to immersive experiences - complete multimedia
processing platform for modern applications.
2025-09-22 01:18:49 -06:00
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📚 Video Processor Documentation

Welcome to the comprehensive documentation for Video Processor v0.4.0 - the ultimate Python library for professional video processing and immersive media.

🗂️ Documentation Structure

📖 User Guide

Complete guides for end users and developers getting started with the video processor.

Document Description
🚀 NEW_FEATURES_v0.4.0.md Complete feature overview with examples for v0.4.0
📘 README_v0.4.0.md Comprehensive getting started guide and API reference

🔄 Migration & Upgrades

Guides for upgrading between versions and migrating existing installations.

Document Description
🔄 MIGRATION_GUIDE_v0.4.0.md Step-by-step upgrade instructions from previous versions
⬆️ UPGRADE.md General upgrade procedures and best practices

🛠️ Development

Technical documentation for developers working on or extending the video processor.

Document Description
🏗️ COMPREHENSIVE_DEVELOPMENT_SUMMARY.md Complete development history and architecture decisions

📋 Reference

API references, feature lists, and project roadmaps.

Document Description
ADVANCED_FEATURES.md Complete list of advanced features and capabilities
🗺️ ROADMAP.md Project roadmap and future development plans
📝 CHANGELOG.md Detailed version history and changes

💻 Examples

Comprehensive examples demonstrating all features and capabilities.

Category Examples Description
🚀 Getting Started examples/ Complete example documentation with 11 detailed examples
🤖 AI Features ai_enhanced_processing.py AI-powered content analysis and optimization
🎥 Advanced Codecs advanced_codecs_demo.py AV1, HEVC, and HDR processing
📡 Streaming streaming_demo.py Adaptive streaming (HLS/DASH) creation
🌐 360° Video 360_video_examples.py Complete 360° processing with 7 examples
🐳 Production docker_demo.py, worker_compatibility.py Deployment and scaling

🎯 Quick Navigation

New to Video Processor?

Start here for a complete introduction:

  1. 📘 User Guide - Complete getting started guide
  2. 💻 Basic Examples - Hands-on examples to get you started
  3. 🚀 New Features - What's new in v0.4.0

Upgrading from Previous Version?

Follow our migration guides:

  1. 🔄 Migration Guide - Step-by-step upgrade instructions
  2. 📝 Changelog - See what's changed

Looking for Specific Features?

Need Technical Details?


🎬 Video Processor Capabilities

The Video Processor v0.4.0 provides a complete multimedia processing platform with four integrated phases:

🤖 Phase 1: AI-Powered Content Analysis

  • Intelligent scene detection and boundary identification
  • Comprehensive quality assessment (sharpness, brightness, contrast)
  • Motion analysis with intensity scoring
  • AI-powered thumbnail selection for optimal engagement
  • 360° content intelligence with automatic detection

🎥 Phase 2: Next-Generation Codecs

  • AV1 encoding with 50% better compression than H.264
  • HEVC/H.265 support with hardware acceleration
  • HDR10 processing with tone mapping and metadata preservation
  • Multi-color space support (Rec.2020, P3, sRGB)
  • Two-pass optimization for intelligent bitrate allocation

📡 Phase 3: Adaptive Streaming

  • HLS & DASH adaptive streaming with multi-bitrate support
  • Smart bitrate ladders based on content analysis
  • Real-time processing with Procrastinate async tasks
  • Multi-device optimization for mobile, desktop, TV
  • Progressive upload capabilities

🌐 Phase 4: Complete 360° Video Processing

  • Multi-projection support: Equirectangular, Cubemap, EAC, Stereographic, Fisheye
  • Spatial audio processing: Ambisonic, binaural, object-based, head-locked
  • Viewport-adaptive streaming with up to 75% bandwidth savings
  • Tiled encoding for streaming only visible regions
  • Stereoscopic 3D support for immersive content

🚀 Quick Start

Installation

# Install with all features
uv add video-processor[all]

# Or install specific feature sets
uv add video-processor[ai,360,streaming]

Basic Usage

from video_processor import VideoProcessor
from video_processor.config import ProcessorConfig

# Initialize with all features
config = ProcessorConfig(
    quality_preset="high",
    enable_ai_analysis=True,
    enable_360_processing=True,
    output_formats=["mp4", "av1_mp4"]
)

processor = VideoProcessor(config)

# Process any video (2D or 360°) with full analysis
result = await processor.process_video("input.mp4", "./output/")

# Automatic optimization based on content type
if result.is_360_video:
    print(f"🌐 360° {result.video_360.projection_type} processed")
else:
    print("🎥 Standard video processed with AI analysis")

print(f"Quality: {result.quality_analysis.overall_quality:.1f}/10")

For complete examples, see the Examples Documentation.


🔧 Development & Contributing

Development Setup

git clone https://git.supported.systems/MCP/video-processor
cd video-processor
uv sync --dev

Running Tests

# Full test suite
uv run pytest

# Specific feature tests
uv run pytest tests/test_360_basic.py -v
uv run pytest tests/unit/test_ai_content_analyzer.py -v

Code Quality

uv run ruff check .    # Linting
uv run mypy src/       # Type checking
uv run ruff format .   # Code formatting

See the Development Documentation for detailed technical information.


🤝 Community & Support

  • 📖 Documentation: You're here! Complete guides and references
  • 💻 Examples: examples/ - 11 comprehensive examples
  • 🐛 Issues: Report bugs and request features on the repository
  • 🚀 Discussions: Share use cases and get help from the community
  • 📧 Support: Tag issues with appropriate labels for faster response

📜 License

MIT License - see LICENSE for details.


🎬 Video Processor v0.4.0

From Simple Encoding to Immersive Experiences

Complete Multimedia Processing Platform | Production Ready | Open Source