vision_weaver

The most innovative application of FIBO's JSON capabilities - using structured prompts and the LLM translator to build automated, scalable, production-ready visual generation pipelines.

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Vision Weaver Studio - Complete AI Video & Image Generation Platform

Project Overview

Vision Weaver Studio is a comprehensive AI-powered content creation platform that leverages the BRIA FIBO model as its core generation engine. This production-ready application represents the most extensive FIBO integration available, featuring 50+ structured parameters, intelligent AI routing, and professional-grade video generation capabilities.

FIBO Model Integration - Core Technology

What is FIBO?

FIBO (Fully Indemnified Bias-free Output) is BRIA's commercial-grade AI model trained on 1+ billion fully licensed images, ensuring complete commercial safety and legal indemnity for professional productions.

Our FIBO Implementation

1. Structured JSON Control System

  • 50+ Deterministic Parameters: Complete control over every aspect of generation
  • Visual Parameter Editor: User-friendly interface for complex JSON structures
  • Real-time JSON Preview: See structured prompts before generation
  • Preset Management: Save and reuse parameter configurations

2. Six Core Control Categories

  • Camera Controls: Angles, focal length (14-200mm), depth of field, focus types
  • Lighting Controls: Professional setups, color temperature (2000K-10000K), shadows
  • Composition Controls: Rule of thirds, golden ratio, balance, leading lines
  • Color Controls: Palette schemes, saturation, brightness, temperature
  • Object Controls: Character poses, expressions, clothing, positioning
  • Style Controls: 20+ artistic styles, mediums, contexts

3. Professional-Grade Precision

  • Consistent Results: Same parameters = identical visual outcomes
  • Industry Standards: Photography/cinematography-grade controls
  • Predictable Output: Know exactly what you'll get before generation
  • Workflow Efficiency: Reusable settings across projects

Core Features & Functionality

1. Multi-Frame Cinematic Video Generation

Revolutionary AI-powered video creation using FIBO

Process Flow:

Text Prompt → Gemini AI Timeline Creation → Frame Consistency Analysis → 
FIBO Image Generation (8 frames) → FFmpeg Assembly → Professional Video

Key Features:

  • AI Timeline Generation: Gemini creates 8-frame, 10-second sequences
  • Visual Consistency: Automatic background, lighting, and color matching
  • Frame-by-Frame Control: Edit individual frame descriptions
  • Professional Output: HD 1920x1080, 30 FPS, H.264 encoding
  • Cinematic Quality: Smooth transitions, camera movements

2. Music-to-Video Generator

Complete audio-visual workflow powered by FIBO

Workflow:

Music Upload/YouTube URL → AI Music Analysis → Story Generation → 
Scene Creation → FIBO Visual Generation → Audio Synchronization → Music Video

Capabilities:

  • Music Analysis: Tempo (BPM), mood, energy, genre detection
  • Story Generation: AI creates narratives matching music characteristics
  • 6 Content Types: Music video, lyric video, visualizer, story video, album art, slideshow
  • Audio Processing: Support for MP3, WAV, M4A, OGG, FLAC formats
  • Perfect Synchronization: Frame-accurate audio-visual alignment

3. Intelligent Content Routing

Agentic AI system using Gemini + FIBO

Smart Routing Process:

User Prompt → Gemini Analysis → Category Detection → 
Optimal FIBO Endpoint Selection → Professional Results

Categories:

  • Image Generation: Static photos, illustrations, art pieces
  • Video Generation: Motion content, animations, cinematic sequences
  • Advertisement: Marketing materials, social media posts, banners
  • Tailored Models: Custom FIBO model variants

4. ComfyUI Workflow Builder

Visual node-based system with FIBO integration

Node Types:

  • Input Nodes: Text, Image, Audio inputs with multi-file support
  • Generation Nodes: FIBO-powered image/video generation
  • Deterministic Control Nodes: Camera, lighting, composition, color palette
  • Processing Nodes: Style transfer (15 artistic presets), image merging (8 modes)
  • Logic Nodes: Conditional, loop, merge operations
  • Output Nodes: Preview, download, format conversion

Advanced Features:

  • Multi-Image Processing: Upload up to 10 images per node
  • Professional Style Transfer: Van Gogh, Picasso, Monet, and 12 other presets
  • Image Merging: 8 merge modes, 12 blend types, 8 layout options
  • Real-time Execution: See results instantly in workflow
  • Template System: 7 pre-built professional workflows

5. Photo Slideshow Creator

Professional slideshow generation with FIBO backgrounds

Features:

  • Unlimited Image Upload: Drag-and-drop interface
  • Music Integration: YouTube URL or file upload support
  • Customization Options: Duration (1-10s), transitions (5 types), quality (720p-4K)
  • Aspect Ratios: 16:9, 9:16, 1:1, 4:3 support
  • Professional Output: MP4 with perfect audio sync

6. Lyric Video Generator

Automated lyric video creation using FIBO

Process:

YouTube URL → Lyric Extraction → AI Formatting → 
Section Analysis → FIBO Background Generation → Video Assembly

Capabilities:

  • Automatic Lyric Extraction: youtube-transcript-api integration
  • AI Formatting: Gemini cleans and structures lyrics
  • Mood-Matched Backgrounds: FIBO generates visuals matching song sections
  • Perfect Timing: Frame-accurate lyric synchronization

Technical Architecture

Frontend Stack

  • React + TypeScript: Modern component architecture
  • Zustand: Centralized state management for FIBO parameters
  • Tailwind CSS + Shadcn/ui: Professional design system
  • React Flow: Visual workflow builder
  • Tanstack Query: Efficient API data management

Backend Stack

  • Python + FastAPI: High-performance async API
  • Google Gemini AI: Intelligent analysis and routing
  • BRIA FIBO API: Core image/video generation
  • FFmpeg: Professional video processing
  • librosa: Advanced music analysis
  • OpenCV + PIL: Image processing pipeline

BRIA API Integration

Complete FIBO endpoint coverage:

  • /v2/image/generate - Standard image generation
  • /v2/video/generate - Video generation
  • /v2/image/generate/tailored - Custom models
  • /v2/video/generate/tailored/image-to-video - Image animation
  • /v1/tailored-gen/restyle_portrait - Portrait styling
  • /v2/video/edit/increase_resolution - Video upscaling
  • /v2/video/edit/remove_background - Background removal

User Interface Design

Multi-Panel Layout

┌─────────────────────────────────────────────────┐
│  Navigation: Home | Gallery | Music | Workflow │
├──────────────┬──────────────────────────────────┤
│  Left Panel  │  Main Canvas                     │
│  - Generate  │  [FIBO Generated Content]        │
│  - FIBO Edit │  [Video Player/Image Preview]    │
│  - Controls  │  [Timeline Visualization]        │
│  - Presets   │  [Progress Indicators]           │
└──────────────┴──────────────────────────────────┘

FIBO Editor Interface

  • Tabbed Controls: 6 main categories with 50+ parameters
  • Visual Sliders: Intuitive control over numerical values
  • Color Pickers: Professional color palette selection
  • Preset System: Save/load parameter configurations
  • JSON Preview: Real-time structured prompt display

Performance & Quality

Generation Metrics

Content Type Generation Time Quality
Single FIBO Image 30-60 seconds Professional
8-Frame Video 2-3 minutes HD 1920x1080
Music Video 3-5 minutes Broadcast Quality
Slideshow 30-60 seconds 4K Available

Output Formats

  • Video: MP4 (H.264 + AAC), 720p to 4K
  • Images: PNG, JPG, WebP with full metadata
  • Audio: MP3, AAC with perfect synchronization

Commercial Applications

Content Creator Use Cases

  • YouTube Thumbnails: FIBO-generated professional imagery
  • Music Videos: Complete audio-visual productions
  • Social Media: Optimized content for all platforms
  • Marketing Materials: Commercial-safe advertisements

Business Benefits

  • Legal Safety: FIBO's full indemnity protection
  • Professional Quality: Broadcast-ready outputs
  • Time Efficiency: Minutes instead of hours/days
  • Cost Effective: No expensive production teams needed

Setup & Configuration

Quick Start (5 Minutes)

# 1. Clone and install
git clone <repository>
cd vision-weaver-studio
pip install -r backend/requirements.txt
npm install

# 2. Configure API keys in backend/.env
GEMINI_API_KEY=your_gemini_key
BRIA_API_KEY=your_bria_key

# 3. Start services
cd backend && python main.py  # Port 8000
npm run dev                   # Port 5173

API Key Sources

Innovation Highlights

1. Structured JSON Control

Problem: Text prompts are unpredictable and inconsistent Solution: FIBO's structured JSON with 50+ deterministic parameters Result: Professional, repeatable results every time

2. Frame Consistency System

Problem: Multi-frame videos look disjointed and inconsistent Solution: AI extracts visual context and rewrites prompts for coherence Result: Cinematic-quality video sequences

3. Music-to-Visual Translation

Problem: Creating music videos requires expensive production Solution: AI analyzes music characteristics and generates matching visuals Result: Automated, professional music video creation

4. Intelligent Routing

Problem: Users don't know which AI model/endpoint to use Solution: Gemini analyzes intent and routes to optimal FIBO endpoint Result: Best possible results with zero technical knowledge required

Project Statistics

  • Total Features: 50+ major capabilities
  • FIBO Parameters: 50+ structured controls
  • Code Base: 15,000+ lines across frontend/backend
  • Components: 50+ React components
  • API Endpoints: 25+ backend routes
  • Node Types: 17 workflow builder nodes
  • Supported Formats: 10+ input/output formats

Competitive Advantages

vs. Traditional Video Production

  • Speed: Minutes vs. weeks of production
  • Cost: API calls vs. $10,000+ production budgets
  • Quality: Professional FIBO output vs. amateur content
  • Legal Safety: Full indemnity vs. copyright risks

vs. Other AI Platforms

  • FIBO Integration: Only platform with complete FIBO parameter control
  • Professional Focus: Broadcast-quality outputs, not just demos
  • Complete Workflows: End-to-end production, not just generation
  • Commercial Ready: Legal protection and professional formats

Future Roadmap

Planned Enhancements

  • Real-time Collaboration: Multi-user FIBO editing
  • Advanced Templates: Industry-specific parameter presets
  • Batch Processing: Multiple FIBO generations simultaneously
  • API Marketplace: Custom FIBO model distribution
  • Mobile App: iOS/Android FIBO generation

Scalability

  • Cloud Deployment: Auto-scaling FIBO processing
  • Enterprise Features: Team management, usage analytics
  • White Label: Customizable platform for agencies
  • Integration APIs: Third-party platform connections

Conclusion

Vision Weaver Studio represents the most comprehensive and professional implementation of BRIA's FIBO model available today. By combining FIBO's deterministic generation capabilities with intelligent AI routing, professional video workflows, and an intuitive user interface, we've created a platform that democratizes professional content creation while maintaining the highest standards of quality and legal safety.

The platform's 50+ FIBO parameters, multi-frame video generation, music-to-visual translation, and complete workflow automation make it an invaluable tool for content creators, marketers, musicians, and businesses seeking professional-grade AI-generated content with full commercial protection.

Built With

  • ai-integration
  • api-integration
  • audio-processing
  • bria-fibo-api
  • component-architecture
  • css3
  • fastapi
  • ffmpeg
  • file-handling
  • git
  • google-gemini-ai
  • html5
  • image-processing
  • javascript
  • json-processing
  • librosa
  • localstorage
  • lucide-react
  • media-processing
  • modern-ui-design
  • node.js
  • opencv
  • pydantic
  • python
  • react
  • react-flow
  • react-router
  • responsive-design
  • restful-apis
  • shadcn/ui
  • state-management
  • tailwind-css
  • typescript
  • video-processing
  • vite
  • workflow
  • youtube
  • zustand
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