CASE STUDY

AI Video Production Pipeline

End-to-end faceless YouTube content generation from script to upload. Fully automated pipeline turning YAML configs into published videos.

Production Pipeline

📄
Script (YAML)
Scene definitions, narration text, and timing in structured config
🎨
SDXL Thumbnails
AI-generated scene images via ComfyUI with custom workflows
🎬
Wan 2.1 I2V
Image-to-video conversion with motion control and consistency
⚙️
FFmpeg Assembly
Clip stitching, audio mixing, transitions, and encoding
📹
YouTube Upload
Automated publishing with metadata, tags, and scheduling

Sample Output

131
Videos Produced
15
ComfyUI Templates
5
I2V Models Tested
Full
Automation

Tech Stack

ComfyUI Wan 2.1 HunyuanVideo LTX-2 FFmpeg Python
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