Base code
This commit is contained in:
Kunthawat Greethong
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docs/VIDEO_STUDIO_STATUS_REVIEW.md
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docs/VIDEO_STUDIO_STATUS_REVIEW.md
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# Video Studio: Comprehensive Status Review
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**Last Updated**: Current Session
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**Purpose**: Review completion status, identify gaps, and plan next steps
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---
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## Executive Summary
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**Overall Progress**: ~75% Complete
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**Phase Status**: Phase 1 ✅ Complete | Phase 2 🚧 80% Complete | Phase 3 🔜 30% Complete
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### Module Completion Status
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| Module | Backend | Frontend | Status | Notes |
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|--------|---------|----------|--------|-------|
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| **Create Studio** | ✅ | ✅ | **LIVE** | Text-to-video, Image-to-video, 3 models |
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| **Avatar Studio** | ✅ | ✅ | **BETA** | Hunyuan Avatar, InfiniteTalk |
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| **Enhance Studio** | ✅ | ⚠️ | **LIVE** | Backend ready, frontend needs FlashVSR integration |
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| **Extend Studio** | ✅ | ✅ | **LIVE** | 3 models (WAN 2.5, WAN 2.2 Spicy, Seedance) |
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| **Transform Studio** | ✅ | ✅ | **LIVE** | Format, aspect, speed, resolution, compression (FFmpeg) |
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| **Social Optimizer** | ✅ | ✅ | **LIVE** | Multi-platform optimization (FFmpeg) |
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| **Face Swap Studio** | ✅ | ✅ | **LIVE** | 2 models (MoCha, Video Face Swap) |
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| **Video Translate** | ✅ | ✅ | **LIVE** | HeyGen Video Translate (70+ languages) |
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| **Edit Studio** | ❌ | ⚠️ | **COMING SOON** | Placeholder exists, no implementation |
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| **Asset Library** | ⚠️ | ⚠️ | **BETA** | Basic integration, needs enhancement |
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---
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## Detailed Module Analysis
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### ✅ Module 1: Create Studio - COMPLETE
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**Status**: **LIVE** ✅
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**Completion**: 100%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/create`
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- ✅ Unified video generation (`main_video_generation.py`)
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- ✅ Preflight and subscription checks
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- ✅ Cost estimation
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- ✅ Model support:
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- ✅ HunyuanVideo-1.5 (text-to-video)
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- ✅ LTX-2 Pro (text-to-video)
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- ✅ Google Veo 3.1 (text-to-video)
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- ✅ WAN 2.5 (text-to-video, image-to-video)
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#### Frontend ✅
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- ✅ Text-to-video UI
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- ✅ Image-to-video UI
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- ✅ Model selector with education system
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- ✅ Cost estimation display
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- ✅ Progress tracking
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- ✅ Asset library integration
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#### Gaps
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- ⚠️ **LTX-2 Fast** - Not implemented (needs documentation)
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- ⚠️ **LTX-2 Retake** - Not implemented (needs documentation)
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- ⚠️ **Kandinsky 5 Pro** - Not implemented (needs documentation)
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- ⚠️ **Batch generation** - Not implemented
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---
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### ✅ Module 2: Avatar Studio - COMPLETE
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**Status**: **BETA** ✅
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**Completion**: 100%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/avatar/create`
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- ✅ Hunyuan Avatar support (up to 2 min)
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- ✅ InfiniteTalk support (up to 10 min)
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- ✅ Cost calculation per model
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- ✅ Expression prompt enhancement
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#### Frontend ✅
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- ✅ Photo upload
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- ✅ Audio upload
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- ✅ Model selection (Hunyuan vs InfiniteTalk)
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- ✅ Settings panel
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- ✅ Progress tracking
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#### Gaps
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- ⚠️ **Voice cloning integration** - Not implemented
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- ⚠️ **Multi-character support** - Not implemented
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- ⚠️ **Emotion control** - Basic implementation, could be enhanced
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---
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### ⚠️ Module 3: Enhance Studio - PARTIALLY COMPLETE
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**Status**: **LIVE** ⚠️
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**Completion**: 60%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/enhance`
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- ✅ Basic structure exists
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#### Frontend ⚠️
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- ✅ Basic UI exists
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- ⚠️ **FlashVSR integration** - Not implemented (needs frontend integration)
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- ⚠️ **Frame rate boost** - Not implemented
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- ⚠️ **Denoise/sharpen** - Not implemented
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- ⚠️ **HDR enhancement** - Not implemented
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- ⚠️ **Side-by-side comparison** - Not implemented
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#### Gaps
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- ⚠️ **FlashVSR upscaling** - Backend ready, frontend needs integration
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- ⚠️ **Frame rate boost** - Not implemented
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- ⚠️ **Advanced enhancement features** - Not implemented
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- ⚠️ **Batch processing** - Not implemented
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---
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### ✅ Module 4: Extend Studio - COMPLETE
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**Status**: **LIVE** ✅
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**Completion**: 100%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/extend`
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- ✅ WAN 2.5 video-extend (full featured)
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- ✅ WAN 2.2 Spicy video-extend (fast & affordable)
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- ✅ Seedance 1.5 Pro video-extend (advanced)
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- ✅ Model selector with comparison
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#### Frontend ✅
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- ✅ Video upload
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- ✅ Audio upload (for WAN 2.5)
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- ✅ Model selector
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- ✅ Settings panel
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- ✅ Progress tracking
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#### Gaps
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- None - Fully implemented
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---
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### ✅ Module 5: Transform Studio - COMPLETE
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**Status**: **LIVE** ✅
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**Completion**: 100%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/transform`
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- ✅ Format conversion (MP4, MOV, WebM, GIF)
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- ✅ Aspect ratio conversion
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- ✅ Speed adjustment
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- ✅ Resolution scaling
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- ✅ Compression
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- ✅ All using FFmpeg/MoviePy
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#### Frontend ✅
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- ✅ Transform tabs (Format, Aspect, Speed, Resolution, Compression)
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- ✅ Video upload
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- ✅ Settings panels
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- ✅ Preview
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#### Gaps
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- ⚠️ **Style transfer** - Not implemented (needs AI model)
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- ⚠️ **Batch conversion** - Not implemented
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---
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### ✅ Module 6: Social Optimizer - COMPLETE
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**Status**: **LIVE** ✅
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**Completion**: 100%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/social/optimize`
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- ✅ Platform specs (Instagram, TikTok, YouTube, LinkedIn, Facebook, Twitter)
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- ✅ Auto-crop for aspect ratios
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- ✅ Trimming for duration limits
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- ✅ Compression for file size
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- ✅ Thumbnail generation
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#### Frontend ✅
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- ✅ Platform selector
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- ✅ Optimization options
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- ✅ Preview grid
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- ✅ Batch export
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#### Gaps
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- ⚠️ **Caption overlay** - Not implemented
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- ⚠️ **Safe zones visualization** - Not implemented
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---
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### ✅ Module 7: Face Swap Studio - COMPLETE
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**Status**: **LIVE** ✅
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**Completion**: 100%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/face-swap`
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- ✅ MoCha model (wavespeed-ai/wan-2.1/mocha)
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- ✅ Video Face Swap model (wavespeed-ai/video-face-swap)
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- ✅ Model selector
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- ✅ Cost calculation for both models
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#### Frontend ✅
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- ✅ Image upload
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- ✅ Video upload
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- ✅ Model selector with comparison
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- ✅ Settings panel (model-specific)
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- ✅ Progress tracking
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#### Gaps
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- None - Fully implemented
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---
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### ✅ Module 8: Video Translate Studio - COMPLETE
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**Status**: **LIVE** ✅
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**Completion**: 100%
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#### Backend ✅
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- ✅ Endpoint: `POST /api/video-studio/video-translate`
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- ✅ HeyGen Video Translate (heygen/video-translate)
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- ✅ 70+ languages support
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- ✅ Cost calculation ($0.0375/second)
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- ✅ Language list endpoint
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#### Frontend ✅
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- ✅ Video upload
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- ✅ Language selector with autocomplete
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- ✅ Progress tracking
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- ✅ Result display
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#### Gaps
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- ⚠️ **Auto-detect source language** - Not in API (future feature)
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- ⚠️ **Multiple target languages** - Not in API (future feature)
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---
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### ❌ Module 9: Edit Studio - NOT IMPLEMENTED
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**Status**: **COMING SOON** ❌
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**Completion**: 0%
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#### Backend ❌
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- ❌ No endpoint exists
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- ❌ No service implementation
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#### Frontend ⚠️
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- ⚠️ Placeholder component exists (`EditVideo.tsx`)
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- ❌ No actual functionality
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#### Planned Features (from plan)
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- ❌ Trim & Cut
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- ❌ Speed Control (slow motion, fast forward)
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- ❌ Stabilization
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- ❌ Background Replacement
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- ❌ Object Removal
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- ❌ Text Overlay & Captions
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- ❌ Color Grading
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- ❌ Transitions
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- ❌ Audio Enhancement
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- ❌ Noise Reduction
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- ❌ Frame Interpolation
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#### Required Models
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- ⚠️ Background replacement models (not identified)
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- ⚠️ Object removal models (not identified)
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- ⚠️ Frame interpolation models (not identified)
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---
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### ⚠️ Module 10: Asset Library - PARTIALLY COMPLETE
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**Status**: **BETA** ⚠️
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**Completion**: 40%
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#### Backend ⚠️
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- ✅ Basic asset library integration exists
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- ✅ Video file storage and serving
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- ⚠️ **Advanced search** - Not implemented
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- ⚠️ **Collections** - Not implemented
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- ⚠️ **Version history** - Not implemented
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- ⚠️ **Usage analytics** - Not implemented
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#### Frontend ⚠️
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- ✅ Basic library component exists
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- ⚠️ **AI tagging** - Not implemented
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- ⚠️ **Search & filtering** - Not implemented
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- ⚠️ **Collections** - Not implemented
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- ⚠️ **Version history** - Not implemented
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- ⚠️ **Analytics dashboard** - Not implemented
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- ⚠️ **Sharing** - Not implemented
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---
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## Model Implementation Status
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### ✅ Implemented Models
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| Model | Purpose | Status | Module |
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|-------|---------|--------|--------|
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| **HunyuanVideo-1.5** | Text-to-video | ✅ | Create Studio |
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| **LTX-2 Pro** | Text-to-video | ✅ | Create Studio |
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| **Google Veo 3.1** | Text-to-video | ✅ | Create Studio |
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| **WAN 2.5** | Text-to-video, Image-to-video | ✅ | Create Studio |
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| **Hunyuan Avatar** | Talking avatars | ✅ | Avatar Studio |
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| **InfiniteTalk** | Long-form avatars | ✅ | Avatar Studio |
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| **WAN 2.5 Video-Extend** | Video extension | ✅ | Extend Studio |
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| **WAN 2.2 Spicy Video-Extend** | Fast video extension | ✅ | Extend Studio |
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| **Seedance 1.5 Pro Video-Extend** | Advanced video extension | ✅ | Extend Studio |
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| **MoCha** | Face/character swap | ✅ | Face Swap Studio |
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| **Video Face Swap** | Simple face swap | ✅ | Face Swap Studio |
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| **HeyGen Video Translate** | Video translation | ✅ | Video Translate Studio |
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### ⚠️ Models Needing Documentation
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| Model | Purpose | Status | Priority |
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|-------|---------|--------|----------|
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| **FlashVSR** | Video upscaling | ⚠️ Docs received, needs frontend | HIGH |
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| **LTX-2 Fast** | Fast text-to-video | ❌ Needs docs | MEDIUM |
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| **LTX-2 Retake** | Video regeneration | ❌ Needs docs | MEDIUM |
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| **Kandinsky 5 Pro** | Image-to-video | ❌ Needs docs | LOW |
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### ❌ Models Not Yet Identified
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| Feature | Status | Notes |
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|---------|--------|-------|
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| **Background Replacement** | ❌ | Need model identification |
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| **Object Removal** | ❌ | Need model identification |
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| **Frame Interpolation** | ❌ | Need model identification |
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| **Style Transfer** | ❌ | Need model identification |
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| **Video-to-Video Restyle** | ❌ | Plan mentions `wan-2.1/ditto` |
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---
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## Feature Gaps Analysis
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### Critical Gaps (High Priority)
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1. **Edit Studio - Complete Implementation** ❌
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- **Impact**: High - Core feature missing
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- **Effort**: Large - Requires multiple AI models
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- **Dependencies**: Model identification and documentation
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2. **Enhance Studio - FlashVSR Frontend Integration** ⚠️
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- **Impact**: Medium - Backend ready, frontend incomplete
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- **Effort**: Medium - UI integration needed
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- **Dependencies**: None - Documentation available
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3. **Asset Library - Advanced Features** ⚠️
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- **Impact**: Medium - Basic functionality exists
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- **Effort**: Large - Multiple features needed
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- **Dependencies**: None
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### Medium Priority Gaps
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4. **Create Studio - Additional Models** ⚠️
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- LTX-2 Fast (needs docs)
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- LTX-2 Retake (needs docs)
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- Kandinsky 5 Pro (needs docs)
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- **Impact**: Medium - More options for users
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- **Effort**: Medium - Similar to existing models
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5. **Video Player - Advanced Controls** ⚠️
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- Playback speed control
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- Quality toggle
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- Timeline scrubbing
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- Side-by-side comparison
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- **Impact**: Medium - Better UX
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- **Effort**: Medium
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6. **Batch Processing** ⚠️
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- Multiple video generation
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- Queue management
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- Progress tracking for batches
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- **Impact**: Medium - Efficiency improvement
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- **Effort**: Large
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### Low Priority Gaps
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7. **Style Transfer** ⚠️
|
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- Video-to-video restyle
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- **Impact**: Low - Nice to have
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- **Effort**: Medium - Needs model identification
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8. **Advanced Audio Features** ⚠️
|
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- Hunyuan Video Foley (sound effects)
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- Think Sound (audio generation)
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- **Impact**: Low - Enhancement feature
|
||||
- **Effort**: Medium - Needs model documentation
|
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|
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---
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## Phase Status
|
||||
|
||||
### Phase 1: Foundation ✅ **COMPLETE**
|
||||
|
||||
**Status**: 100% Complete
|
||||
|
||||
✅ All deliverables completed:
|
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- Backend architecture
|
||||
- WaveSpeed client refactoring
|
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- Create Studio (t2v/i2v)
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- Avatar Studio
|
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- Prompt optimization
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- Infrastructure (storage, serving, polling)
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---
|
||||
|
||||
### Phase 2: Enhancement & Model Expansion 🚧 **80% COMPLETE**
|
||||
|
||||
**Status**: In Progress
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|
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#### Completed ✅
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- ✅ Transform Studio (format, aspect, speed, resolution, compression)
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- ✅ Social Optimizer (multi-platform optimization)
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||||
- ✅ Extend Studio (3 models)
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- ✅ Face Swap Studio (2 models)
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- ✅ Video Translate Studio
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#### In Progress ⚠️
|
||||
- ⚠️ Enhance Studio (backend ready, frontend needs FlashVSR)
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- ⚠️ Additional models (LTX-2 Fast, Retake, Kandinsky 5 Pro)
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|
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#### Remaining ❌
|
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- ❌ Video player improvements
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- ❌ Batch processing
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||||
---
|
||||
|
||||
### Phase 3: Editing & Transformation 🔜 **30% COMPLETE**
|
||||
|
||||
**Status**: Partially Started
|
||||
|
||||
#### Completed ✅
|
||||
- ✅ Transform Studio (format conversion, aspect ratio, compression)
|
||||
- ✅ Social Optimizer (platform optimization)
|
||||
|
||||
#### Not Started ❌
|
||||
- ❌ Edit Studio (trim, speed, stabilization, background replacement, etc.)
|
||||
- ❌ Asset Library enhancements (search, collections, analytics)
|
||||
- ❌ Style transfer
|
||||
|
||||
---
|
||||
|
||||
### Phase 4: Advanced Features & Polish 🔜 **NOT STARTED**
|
||||
|
||||
**Status**: Not Started
|
||||
|
||||
#### Planned ❌
|
||||
- ❌ Advanced editing (timeline editor, multi-track)
|
||||
- ❌ Audio features (foley, sound generation)
|
||||
- ❌ Performance optimization
|
||||
- ❌ Analytics & insights
|
||||
- ❌ Collaboration features
|
||||
|
||||
---
|
||||
|
||||
## Implementation Roadmap (Updated)
|
||||
|
||||
### Immediate (Next 1-2 Weeks) - HIGH PRIORITY
|
||||
|
||||
1. **Complete Enhance Studio Frontend** ⚠️
|
||||
- Integrate FlashVSR upscaling UI
|
||||
- Add frame rate boost UI
|
||||
- Add side-by-side comparison
|
||||
- **Status**: Backend ready, frontend 60% complete
|
||||
|
||||
2. **Edit Studio - Basic Features** ❌
|
||||
- Start with FFmpeg-based features (trim, speed, stabilization)
|
||||
- Identify AI models for background replacement, object removal
|
||||
- **Status**: Not started
|
||||
|
||||
3. **Asset Library - Search & Filtering** ⚠️
|
||||
- Implement search functionality
|
||||
- Add filtering options
|
||||
- **Status**: Basic structure exists
|
||||
|
||||
---
|
||||
|
||||
### Short-term (Weeks 3-6) - MEDIUM PRIORITY
|
||||
|
||||
1. **Additional Text-to-Video Models** ⚠️
|
||||
- LTX-2 Fast (needs documentation)
|
||||
- LTX-2 Retake (needs documentation)
|
||||
- **Status**: Waiting for documentation
|
||||
|
||||
2. **Edit Studio - AI Features** ❌
|
||||
- Background replacement (needs model identification)
|
||||
- Object removal (needs model identification)
|
||||
- **Status**: Not started
|
||||
|
||||
3. **Video Player Improvements** ⚠️
|
||||
- Advanced controls
|
||||
- Timeline scrubbing
|
||||
- **Status**: Basic player exists
|
||||
|
||||
---
|
||||
|
||||
### Medium-term (Weeks 7-12) - MEDIUM PRIORITY
|
||||
|
||||
1. **Edit Studio - Complete Implementation** ❌
|
||||
- All planned features
|
||||
- Timeline editor
|
||||
- **Status**: Not started
|
||||
|
||||
2. **Asset Library - Advanced Features** ⚠️
|
||||
- Collections
|
||||
- Version history
|
||||
- Analytics
|
||||
- **Status**: Basic structure exists
|
||||
|
||||
3. **Batch Processing** ⚠️
|
||||
- Queue management
|
||||
- Progress tracking
|
||||
- **Status**: Not started
|
||||
|
||||
---
|
||||
|
||||
### Long-term (Weeks 13+) - LOW PRIORITY
|
||||
|
||||
1. **Style Transfer** ⚠️
|
||||
- Video-to-video restyle
|
||||
- **Status**: Needs model identification
|
||||
|
||||
2. **Advanced Audio Features** ⚠️
|
||||
- Sound effects
|
||||
- Audio generation
|
||||
- **Status**: Needs model documentation
|
||||
|
||||
3. **Performance & Scale** ⚠️
|
||||
- Caching
|
||||
- CDN integration
|
||||
- Provider failover
|
||||
- **Status**: Not started
|
||||
|
||||
---
|
||||
|
||||
## Key Metrics & Achievements
|
||||
|
||||
### ✅ Completed Features
|
||||
- **8 modules** fully or mostly implemented
|
||||
- **12 AI models** integrated
|
||||
- **3 text-to-video models** with education system
|
||||
- **3 video extension models** with comparison
|
||||
- **2 face swap models** with selector
|
||||
- **70+ languages** for video translation
|
||||
- **6 platforms** supported in Social Optimizer
|
||||
- **5 transform operations** (format, aspect, speed, resolution, compression)
|
||||
|
||||
### ⚠️ Partial Implementations
|
||||
- **2 modules** partially complete (Enhance Studio, Asset Library)
|
||||
- **1 module** placeholder only (Edit Studio)
|
||||
|
||||
### ❌ Missing Features
|
||||
- **Edit Studio** - Complete implementation
|
||||
- **Advanced Asset Library** features
|
||||
- **Batch processing**
|
||||
- **Style transfer**
|
||||
- **Advanced audio features**
|
||||
|
||||
---
|
||||
|
||||
## Recommendations
|
||||
|
||||
### Priority 1: Complete Core Features
|
||||
1. **Enhance Studio Frontend** - FlashVSR integration (backend ready)
|
||||
2. **Edit Studio - Basic Features** - Start with FFmpeg-based operations
|
||||
3. **Asset Library - Search** - Essential for user experience
|
||||
|
||||
### Priority 2: Expand Model Options
|
||||
1. **LTX-2 Fast & Retake** - Once documentation available
|
||||
2. **Kandinsky 5 Pro** - Alternative image-to-video model
|
||||
3. **Edit Studio AI Models** - Identify and integrate background/object removal models
|
||||
|
||||
### Priority 3: Enhance User Experience
|
||||
1. **Video Player Improvements** - Better controls and preview
|
||||
2. **Batch Processing** - Efficiency for power users
|
||||
3. **Asset Library Advanced Features** - Collections, analytics
|
||||
|
||||
---
|
||||
|
||||
## Conclusion
|
||||
|
||||
**Overall Status**: Video Studio is **~75% complete** with strong foundation and most core features implemented. The main gaps are:
|
||||
|
||||
1. **Edit Studio** - Not implemented (0%)
|
||||
2. **Enhance Studio Frontend** - Partially complete (60%)
|
||||
3. **Asset Library** - Basic only (40%)
|
||||
|
||||
**Next Focus**: Complete Enhance Studio frontend, start Edit Studio with basic FFmpeg features, and enhance Asset Library search functionality.
|
||||
|
||||
**Strengths**:
|
||||
- Solid architecture and modular design
|
||||
- Comprehensive model support
|
||||
- Good cost transparency
|
||||
- User-friendly interfaces
|
||||
|
||||
**Areas for Improvement**:
|
||||
- Complete Edit Studio implementation
|
||||
- Enhance Asset Library features
|
||||
- Add batch processing capabilities
|
||||
- Improve video player controls
|
||||
|
||||
---
|
||||
|
||||
*Last Updated: Current Session*
|
||||
*Review Date: Current Session*
|
||||
*Status: Phase 1 ✅ | Phase 2 🚧 80% | Phase 3 🔜 30%*
|
||||
Reference in New Issue
Block a user