AI-powered workflow that transforms a single baby dress photo into a realistic 10-second video of a baby wearing the extracted dress

This workflow transforms a single baby dress photo into a realistic 10-second video of a baby wearing the extracted dress.”

Work flow steps:-

  1. Input via Telegram
    The seller sends a baby dress image directly through a Telegram bot, making the workflow simple and mobile-friendly.
  2. Dress Extraction from Image
    The system automatically detects and extracts the baby dress from the input image, removing the background while preserving fabric details, shape, and edges.
  3. Virtual Try-On on AI Baby Model
    The extracted dress is accurately fitted onto an AI-generated baby model, ensuring realistic proportions, alignment, and natural cloth placement.
  4. Stable Front-Facing Video Generation
    A front-facing baby video is generated with stable framing and natural facial expressions, suitable for professional marketing use.
  5. E-commerce Ready Marketing Output
    The system produces a polished, high-quality marketing video optimized for product listings and advertisements.
  6. Delivery Back to Telegram
    The final video is automatically sent back to the seller via Telegram, completing the workflow in a seamless, end-to-end loop.

Here is a youtube video.

Workflow demonstration