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ALwrity/docs/Video Studio/VIDEO_STUDIO_IMPLEMENTATION_STATUS.md

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Video Studio: Current Implementation Status

Last Updated: Current Session
Overall Progress: ~85% Complete
Phase Status: Phase 1 ✅ Complete | Phase 2 ✅ 95% Complete | Phase 3 🚧 60% Complete

Executive Summary

Video Studio has made significant progress with 10 modules implemented, including the recently completed Edit Studio Phase 1 & 2. The platform now offers comprehensive video creation, editing, enhancement, and optimization capabilities.

Module Completion Status

Module Backend Frontend Status Completion Notes
Create Studio ✅ ✅ LIVE 100% Text-to-video, Image-to-video, 4 models
Avatar Studio ✅ ✅ LIVE 100% Hunyuan Avatar, InfiniteTalk
Enhance Studio ✅ ✅ LIVE 90% FlashVSR upscaling, side-by-side comparison
Extend Studio ✅ ✅ LIVE 100% 3 models (WAN 2.5, WAN 2.2 Spicy, Seedance)
Transform Studio ✅ ✅ LIVE 100% Format, aspect, speed, resolution, compression
Social Optimizer ✅ ✅ LIVE 100% Multi-platform optimization (6 platforms)
Face Swap Studio ✅ ✅ LIVE 100% 2 models (MoCha, Video Face Swap)
Video Translate ✅ ✅ LIVE 100% HeyGen Video Translate (70+ languages)
Video Background Remover ✅ ✅ LIVE 100% wavespeed-ai/video-background-remover
Add Audio to Video ✅ ✅ LIVE 100% 2 models (Hunyuan Video Foley, Think Sound)
Edit Studio ✅ ✅ LIVE 70% Phase 1 & 2 complete (7 operations)
Asset Library ⚠️ ⚠️ BETA 40% Basic integration, needs enhancement

Detailed Module Status

✅ Module 1: Create Studio - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ Text-to-video (4 models: HunyuanVideo-1.5, LTX-2 Pro, Google Veo 3.1, WAN 2.5)
  • ✅ Image-to-video (WAN 2.5)
  • ✅ Model education system
  • ✅ Cost estimation
  • ✅ Progress tracking

Gaps:

  • ⚠️ LTX-2 Fast (needs documentation)
  • ⚠️ LTX-2 Retake (needs documentation)
  • ⚠️ Kandinsky 5 Pro (needs documentation)
  • ⚠️ Batch generation

✅ Module 2: Avatar Studio - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ Hunyuan Avatar (up to 2 min)
  • ✅ InfiniteTalk (up to 10 min)
  • ✅ Photo + audio upload
  • ✅ Model selector
  • ✅ Expression prompt enhancement

Gaps:

  • ⚠️ Voice cloning integration
  • ⚠️ Multi-character support

✅ Module 3: Enhance Studio - MOSTLY COMPLETE

Status: LIVE ✅
Completion: 90%

Features:

  • ✅ FlashVSR upscaling (backend + frontend)
  • ✅ Side-by-side comparison
  • ✅ Cost estimation
  • ✅ Progress tracking

Gaps:

  • ⚠️ Frame rate boost
  • ⚠️ Denoise/sharpen (FFmpeg-based)
  • ⚠️ HDR enhancement

✅ Module 4: Extend Studio - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ WAN 2.5 video-extend
  • ✅ WAN 2.2 Spicy video-extend
  • ✅ Seedance 1.5 Pro video-extend
  • ✅ Model selector with comparison

Gaps: None

✅ Module 5: Transform Studio - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ Format conversion (MP4, MOV, WebM, GIF)
  • ✅ Aspect ratio conversion
  • ✅ Speed adjustment
  • ✅ Resolution scaling
  • ✅ Compression

Gaps:

  • ⚠️ Style transfer (needs AI model)

✅ Module 6: Social Optimizer - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ 6 platforms (Instagram, TikTok, YouTube, LinkedIn, Facebook, Twitter)
  • ✅ Auto-crop for aspect ratios
  • ✅ Trimming for duration limits
  • ✅ Compression for file size
  • ✅ Thumbnail generation
  • ✅ Batch export

Gaps:

  • ⚠️ Caption overlay
  • ⚠️ Safe zones visualization

✅ Module 7: Face Swap Studio - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ MoCha model (character replacement)
  • ✅ Video Face Swap model (multi-face support)
  • ✅ Model selector
  • ✅ Image + video upload

Gaps: None

✅ Module 8: Video Translate - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ HeyGen Video Translate
  • ✅ 70+ languages support
  • ✅ Language selector with autocomplete
  • ✅ Cost calculation

Gaps:

  • ⚠️ Auto-detect source language (not in API)
  • ⚠️ Multiple target languages (not in API)

✅ Module 9: Video Background Remover - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ wavespeed-ai/video-background-remover
  • ✅ Automatic background detection
  • ✅ Custom background replacement
  • ✅ Transparent background support

Gaps: None

✅ Module 10: Add Audio to Video - COMPLETE

Status: LIVE ✅
Completion: 100%

Features:

  • ✅ Hunyuan Video Foley (Foley and ambient audio)
  • ✅ Think Sound (context-aware sound generation)
  • ✅ Model selector
  • ✅ Text prompt control
  • ✅ Seed control for reproducibility

Gaps: None

🚧 Module 11: Edit Studio - PHASE 1 & 2 COMPLETE

Status: LIVE ✅
Completion: 70%

Phase 1: Basic FFmpeg Operations ✅ COMPLETE

Features:

  • ✅ Trim & Cut: Time range or max duration trimming
  • ✅ Speed Control: 0.25x - 4x playback speed
  • ✅ Stabilization: FFmpeg vidstab two-pass stabilization

Backend:

  • ✅ Endpoint: POST /api/video-studio/edit/trim
  • ✅ Endpoint: POST /api/video-studio/edit/speed
  • ✅ Endpoint: POST /api/video-studio/edit/stabilize
  • ✅ Service: EditService with all Phase 1 methods

Frontend:

  • ✅ Video upload with drag-and-drop
  • ✅ Operation selector
  • ✅ Trim settings (time range slider, max duration)
  • ✅ Speed settings (slider with duration preview)
  • ✅ Stabilize settings (smoothing control)

Phase 2: Text & Audio Operations ✅ COMPLETE

Features:

  • ✅ Text Overlay: Captions, titles, watermarks with positioning
  • ✅ Volume Control: Mute, reduce, boost (0-300%)
  • ✅ Audio Normalization: EBU R128 loudness normalization
  • ✅ Noise Reduction: Background noise removal

Backend:

  • ✅ Endpoint: POST /api/video-studio/edit/text
  • ✅ Endpoint: POST /api/video-studio/edit/volume
  • ✅ Endpoint: POST /api/video-studio/edit/normalize
  • ✅ Endpoint: POST /api/video-studio/edit/denoise
  • ✅ Service methods for all Phase 2 operations

Frontend:

  • ✅ Text overlay settings (position, font, colors, time range)
  • ✅ Volume settings (slider with level indicators)
  • ✅ Normalize settings (LUFS presets and manual control)
  • ✅ Denoise settings (strength slider with tips)

Phase 3: AI Features ❌ NOT STARTED

Planned Features:

  • ❌ Background Replacement (needs AI model)
  • ❌ Object Removal (needs AI model)
  • ❌ Color Grading (needs AI model)
  • ❌ Frame Interpolation (needs AI model)

Required Models:

  • ⚠️ Background replacement models (not identified)
  • ⚠️ Object removal models (not identified)
  • ⚠️ Color grading models (not identified)
  • ⚠️ Frame interpolation models (not identified)

⚠️ Module 12: Asset Library - PARTIALLY COMPLETE

Status: BETA ⚠️
Completion: 40%

Features:

  • ✅ Basic asset library integration
  • ✅ Video file storage and serving
  • ✅ Basic library component

Gaps:

  • ⚠️ Advanced search
  • ⚠️ Collections
  • ⚠️ Version history
  • ⚠️ Usage analytics
  • ⚠️ AI tagging
  • ⚠️ Filtering

Implementation Summary

✅ Completed Features (11 Modules)

  1. Create Studio - 100% (4 text-to-video models)
  2. Avatar Studio - 100% (2 models)
  3. Enhance Studio - 90% (FlashVSR upscaling)
  4. Extend Studio - 100% (3 models)
  5. Transform Studio - 100% (5 FFmpeg operations)
  6. Social Optimizer - 100% (6 platforms)
  7. Face Swap Studio - 100% (2 models)
  8. Video Translate - 100% (70+ languages)
  9. Video Background Remover - 100%
  10. Add Audio to Video - 100% (2 models)
  11. Edit Studio - 70% (7 operations: Phase 1 & 2)

⚠️ Partially Complete (1 Module)

  1. Asset Library - 40% (basic only)

Next Features to Implement

Priority 1: Complete Edit Studio Phase 3 (HIGH)

Status: Not Started
Effort: Large
Dependencies: AI model identification and documentation

Required:

  1. Background Replacement

    • Identify AI model (e.g., wavespeed-ai/video-background-remover can be extended)
    • Backend service method
    • Frontend UI with background image upload

  2. Object Removal

    • Identify AI model (e.g., Bria Video Eraser or similar)
    • Backend service method
    • Frontend UI with object selection

  3. Color Grading

    • Identify AI model or use FFmpeg filters
    • Backend service method
    • Frontend UI with color adjustment controls

  4. Frame Interpolation

    • Identify AI model (e.g., RIFE, DAIN, or similar)
    • Backend service method
    • Frontend UI with interpolation settings

Priority 2: Enhance Asset Library (MEDIUM)

Status: Basic structure exists
Effort: Medium
Dependencies: None

Required:

  1. Search & Filtering

    • Backend search endpoint
    • Frontend search bar
    • Filter by type, date, size

  2. Collections

    • Backend collection management
    • Frontend collection UI
    • Drag-and-drop organization

  3. Version History

    • Backend version tracking
    • Frontend version selector
    • Compare versions

Priority 3: Additional Models (MEDIUM)

Status: Waiting for documentation
Effort: Medium
Dependencies: Model documentation

Required:

  1. LTX-2 Fast (Create Studio)
  2. LTX-2 Retake (Create Studio)
  3. Kandinsky 5 Pro (Create Studio)

Priority 4: Enhance Existing Features (LOW)

Status: Various
Effort: Low to Medium
Dependencies: None

Required:

  1. Enhance Studio: Frame rate boost, denoise/sharpen
  2. Social Optimizer: Caption overlay, safe zones visualization
  3. Video Player: Advanced controls, timeline scrubbing
  4. Batch Processing: Queue management, progress tracking

Model Implementation Status

✅ Implemented Models (17 Total)

Model Purpose Module Status
HunyuanVideo-1.5 Text-to-video Create Studio ✅
LTX-2 Pro Text-to-video Create Studio ✅
Google Veo 3.1 Text-to-video Create Studio ✅
WAN 2.5 Text-to-video, Image-to-video Create Studio ✅
Hunyuan Avatar Talking avatars Avatar Studio ✅
InfiniteTalk Long-form avatars Avatar Studio ✅
WAN 2.5 Video-Extend Video extension Extend Studio ✅
WAN 2.2 Spicy Video-Extend Fast extension Extend Studio ✅
Seedance 1.5 Pro Video-Extend Advanced extension Extend Studio ✅
MoCha Face/character swap Face Swap Studio ✅
Video Face Swap Simple face swap Face Swap Studio ✅
HeyGen Video Translate Video translation Video Translate ✅
FlashVSR Video upscaling Enhance Studio ✅
Video Background Remover Background removal Background Remover ✅
Hunyuan Video Foley Audio generation Add Audio to Video ✅
Think Sound Context-aware audio Add Audio to Video ✅
FFmpeg Operations Various editing Edit Studio ✅

⚠️ Models Needing Documentation

Model Purpose Priority
LTX-2 Fast Fast text-to-video MEDIUM
LTX-2 Retake Video regeneration MEDIUM
Kandinsky 5 Pro Image-to-video LOW

❌ Models Not Yet Identified

Feature Status Notes
Background Replacement (AI) ❌ Edit Studio Phase 3
Object Removal (AI) ❌ Edit Studio Phase 3
Color Grading (AI) ❌ Edit Studio Phase 3
Frame Interpolation ❌ Edit Studio Phase 3
Style Transfer ❌ Transform Studio

Recommended Next Steps

Immediate (Next 1-2 Weeks)

  1. Complete Edit Studio Phase 3 - Identify and integrate AI models for:

    • Background replacement
    • Object removal
    • Color grading
    • Frame interpolation

  2. Enhance Asset Library - Implement:

    • Search functionality
    • Filtering options
    • Basic collections

Short-term (Weeks 3-6)

  1. Additional Create Studio Models - Once documentation available:

    • LTX-2 Fast
    • LTX-2 Retake
    • Kandinsky 5 Pro

  2. Enhance Studio Improvements:

    • Frame rate boost
    • Denoise/sharpen filters

  3. Social Optimizer Enhancements:

    • Caption overlay
    • Safe zones visualization

Medium-term (Weeks 7-12)

  1. Asset Library Advanced Features:

    • Collections management
    • Version history
    • Usage analytics

  2. Batch Processing:

    • Queue management
    • Progress tracking for batches

  3. Video Player Improvements:

    • Advanced controls
    • Timeline scrubbing
    • Quality toggle

Key Achievements

✅ Completed

  • 11 modules fully or mostly implemented
  • 17 AI models integrated
  • 7 Edit Studio operations (Phase 1 & 2)
  • 70+ languages for video translation
  • 6 platforms supported in Social Optimizer
  • 5 transform operations (format, aspect, speed, resolution, compression)
  • 2 face swap models with selector
  • 2 audio generation models with selector

📊 Progress Metrics

  • Overall Completion: ~85%
  • Phase 1: 100% ✅
  • Phase 2: 95% ✅
  • Phase 3: 60% 🚧
  • Modules Live: 11/12
  • Models Integrated: 17

Conclusion

Video Studio has achieved ~85% completion with strong foundation and comprehensive feature set. The main remaining work is:

  1. Edit Studio Phase 3 (30% remaining) - AI-powered features
  2. Asset Library (60% remaining) - Advanced features
  3. Additional Models - Waiting for documentation

Strengths:

  • Solid architecture and modular design
  • Comprehensive model support (17 models)
  • Excellent cost transparency
  • User-friendly interfaces
  • Recent completion of Edit Studio Phase 1 & 2

Next Focus: Complete Edit Studio Phase 3 with AI model integration, enhance Asset Library search/collections, and add remaining Create Studio models once documentation is available.

Last Updated: Current Session
Status: Phase 1 ✅ | Phase 2 ✅ 95% | Phase 3 🚧 60%
Overall: ~85% Complete

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