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🎥 VisionCraft Studio

AI-Powered Video Generation & Editing Studio

Python MiMo Video

Text-to-video · Auto-editing · Multi-language subtitles


🚨 The Problem

A content agency spent $15,000 and 3 weeks producing a 2-minute product video:

  • Scriptwriter: 3 days
  • Animator: 8 days
  • Voice actor: 2 days
  • Editor: 5 days
  • Revisions: 3 more days

And the client wanted it in 12 languages.

✅ The Solution

VisionCraft Studio is an autonomous video production agent:

  • 🎥 Text-to-video: Generates scenes from script with consistent characters
  • ✂️ Auto-edit: Cuts, transitions, color grades automatically
  • 🎤 Voice synthesis: 40+ languages with emotional tone matching
  • 📝 Auto-subtitles: Synchronized, translated, styled

🏗️ Production Pipeline

Script Input → Scene Planner → Storyboard Generation
                    ↓
Asset Generator → Characters + Backgrounds + Props
                    ↓
Video Composer → Scene assembly + Motion + Transitions
                    ↓
Audio Mixer → TTS + Music + SFX
                    ↓
Auto-Editor → Cut detection + Color grade + Export

🚀 Key Features

Feature Detail Speed
Script-to-Storyboard Visual plan from text 30s
Character Consistency Same face across all scenes 100%
Auto-Editing Beat-sync cuts, B-roll insertion 2 min
Multilingual Export 12 languages in parallel 5 min

📊 Real-World Impact

Content agency pilot:

  • Production time: 3 weeks → 4 hours
  • Cost per video: $15K → $180
  • Languages supported: 1 → 12
  • Client revision cycles: 5 → 1

📈 Token Consumption

Video Length Scenes Monthly Tokens Cost
30s (social) 3-5 ~150K ~$0.03
2 min (product) 8-12 ~600K ~$0.11
10 min (explainer) 25-40 ~2.5M ~$0.45

🛠️ Quick Start

git clone https://github.com/0xzall/visioncraft-studio.git
cd visioncraft-studio
pip install -r requirements.txt
python studio.py --script "./product-launch.txt" --duration 120 --languages id,en,zh

🔧 Tech Stack

  • Python 3.11 · MiMo API (scene generation)
  • Stable Diffusion API · AnimateDiff
  • FFmpeg · OpenCV
  • Coqui TTS · Whisper (subtitles)

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